Machine learning text pattern recognition jobs

We are seeking a talented Machine Learning Engineer to develop a classification model that works with Google Mediapipe Pose Detection and has run trained ML models on web application (using JavaScript) The main task will be training the model to recognising the pose and creating a script for data generation from youtube videos. The trained model should work with the web mediapipe library and classify the given pose on a WebApp (JavaScript). (Eg: Push up and Push Down) You can refer this blog for reference: This project requires expertise in machine learning algorithms and techniques, as well as experience with Google Mediapipe and data preprocessing. The successful candidate should have a strong understanding of

I'm in need of a skilled prog...programmer to create an automation code page for me. This code page will be focused on text processing, so a strong understanding of working with textual data is essential. Key Requirements: - Proficient in JavaScript: The automation code should be written in JavaScript to ensure compatibility with other platforms. - Automation Experience: The primary function of this code will be automating tasks. A proven track record in building automated processes is highly desirable. - Text Processing: The code must be able to accurately and efficiently process textual data. Experience in this field will be a huge advantage. If you have experience in JavaScript, a background in automation, and a strong familiarity with text processing, I...

Our project aims to enhance the Django website running on Ubuntu by addressing several key issues. We will streamline Google registration, fix email registration to avoid redundant data requests, and update the logo. We'll verify email confirmation, resolve logout errors, and ensure the machine names display fully. We'll adjust font sizes, reorganize dashboard boxes, correct console errors, and fix icon colors. Additionally, we'll refine machine information display, adjust button states, and update dropdown menu functionality. Finally, we'll correct API settings visibility and fix data display issues on the profile page and other sections.

...automation, and natural language processing. Key Requirements: - The bot should be compatible with both the Telegram mobile app and web version. - It should primarily focus on generating slides based on provided text inputs. Ideal Skills/Experience: - Proficiency in natural language processing - Extensive experience in building Telegram bots - Proven track record in developing AI for image retrieval - Previous work on user interaction design - Knowledge in language translation algorithms Your role will involve configuring the bot to: - Interpret and process provided text for slide creation - Retrieve and include relevant images for each slide - Generate a well-structured and engaging presentation based on user input Bot Development: Design and impl...

...aspects: - AI Integration: The primary focus will be on implementing machine learning technology in the application. You should have a solid understanding of AI principles and how they can be leveraged in a mobile application, in this case using Flutter. - Cross Platform Development: The Flutter application will be targeted for both Android and iOS platforms. You should have experience in developing cross-platform applications and understand the nuances of each platform. - Django for CMS: The Django framework will be used to create a robust Content Management System (CMS) for the project. You should be proficient in Django and have experience in developing complex CMS systems. Ideal Skills: - Proficiency in Machine Learning - Expertise in Flutte...

I'm looking for a small change on the attached advertising banner ae. I need someone to simply update the text from "2015" to "2024".

...should be capable of comprehending textual data, extract relevant details and produce appropriate outcomes. - Sentiment Analysis: Enable the detection and understanding of sentiments within the processed text. - Recommender System: The goal is to provide customized information based on the user's interests or preferences. - Information Provider: The AI should function as chatbot, furnishing necessary details upon a user's request, making interactions smoother. Required Skills and Experience: - Expertise in Python: The AI needs to be built in Python language. - Proficiency in AI and Machine Learning: Understanding of AI and ML to add the desired features. - Experience with Chatbot Development: The AI should function as an information-providing chatbot. - K...

I am seeking an experienced logo designer to create a vibrant, colorful logo for my brand. It should incorporate both text and symbolic elements. The specifications are as follows: 1. Logo Type: - I require a combination of text and symbols, which should strike a perfect balance and are easy to comprehend. 2. Key Elements: - Please note, no specific elements are mentioned for the symbol part. I value your creative input in this regard. 3. Color Scheme: - The logo should radiate energy, hence vibrant and colorful scheme is mandatory. Your choice of colors should be harmonious and make the logo pop. Ideal candidates would have extensive experience in logo design, with a portfolio showcasing a diverse range of styles, especially vibrant color palettes. Creativity a...

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...experience for potential customers. Key Elements: - You'll be working with text content and images. - A design for the homepage is already in place. Your task will be to bring it to life, while adhering to our company branding. - Please include links to your portfolio websites in your bids/messages. This is extremely important as we need someone who is proficient in building eye-catching websites Customization Level: - The level of customization required is moderate. This includes adjusting layout and design elements to fit our pre-determined theme. Your Role: - As the primary coder on this project, your role will be to take my guidance and implement it effectively. Your prior experience in developing similar e-Learning platforms will be highly beneficial. Ide...

I am seeking highly creative freelancers skilled in branded, pictorial logo design to accentuate the identity and expansion of my business. You should consider applying if: - You have an extensive portfolio demonstrating past work in creating visually captivating, distinct logos. - Your artistic style leans toward picto...demonstrating past work in creating visually captivating, distinct logos. - Your artistic style leans toward pictorial rather than abstract or purely letter-based design. Your application should clearly articulate how your past work aligns with this project. The ideal applicant will have substantial experience in developing logos that are not just aesthetically pleasing, but also promote brand recognition and alignment. I look forward to exploring your artist...

I am seeking an experienced SEO specialist to boost the online visibility of my brand within local search results. Here are my key requirements for this project: - Optimize my website specifically for my brand-related keywords, to ensure that our local customers find us easily when they look for our brand online. - The main goal is to get the visitors to contact us for more information about our offerings, once they land on our website from the search engines. Experience with local SEO, especially for brand-specific campaigns, will be highly regarded.

In this project, I am looking for a skilled data scientist to assist me with implementing supervised learning to detect human actions. Tasks: • Develop a supervised learning model using Yolov8 and LSTM Objective: • The primary purpose of this project is human action detection Skills & Experience: • Proficiency with supervised learning • Thorough familiarity with Yolov8 and LSTM • Previous experience in a similar role is advantageous • Background in object detection projects • Ability to communicate clearly in English for understanding requirements and presenting results.

I need an experienced graphic designer with an understanding of aesthetic logo and letter pad designs to create an innovative, custom design. Key Requirements: • Create a text-based logo with symbol elements. The design should be distinctive and contemporary. • Use a color scheme of blue and gold. Specifically, the design should feature blue letters with some elements in blue, while others should be in gold. My preference is for a vibrant, rich tone that ensures the design remains prominent and visually appealing. • Follow the examples provided in the attachments for the symbol elements to be incorporated into the design. The symbol chosen should reflect our brand and communicate our identity effectively. Ideal Skills: • Graphic Design • Brand Identity...

I'm in need of a highly skilled CAD mechanical designer who can accurately develop a 3D and 2D design for a manufacturing machine. This design must include the following components: - Gears - Shafts - Bearings The machine's intended use is within a manufacturing environment and will be heavily involved in sheet metal forming processes. The ideal candidate will have proven experience in designing machines for similar applications, with a keen understanding and expertise in the mentioned components. Proficiency in using CAD software is a must for detailed and accurate designs.

I'm seeking a seasoned AR developer to design and implement a program with advanced functionalities for an augmented reality headset. This project's key features should include: - Gesture Recognition - Eye Tracking - Spatial Mapping Without a fixed preference for any headset yet, I'm hoping that the successful candidate can provide advice on the most compatible devices considering the functionalities listed. Desired skills and experience: - Proven experience in developing AR applications - Proficiency with gesture recognition, eye tracking and spatial mapping technologies - Knowledge and experience in various AR platforms - Keen insight on the latest AR headsets My goal for this project is to fully maximize the capabilities of an AR headset, creatin...

I am looking for an experienced graphic designer to create a logo for my YouTube channel about the Qur'an. The purpose of this project is for brand recognition, marketing efforts and website branding. Key aspects that you should have are: - Proficient in modern logo design - Previous experience in creating logos for social media, especially YouTube - Understanding of YouTube's demographic and design trends - Familiarity with Islamic design elements, as the channel is focused on the Qur'an What you will be working on: - A logo that reflects the channel's main topic, which is the Qur'an - This logo will be a vital part of our channel, aiding in our marketing efforts and branding on our website and YouTube platform. If you think you would be a good fit, I...

I need an experienced professional to connect my Unicorn 5.31 to an Akta machine and ensure it's functioning properly. Additionally, Fermworks needs to be activated and integrated to work with Labview to run a bioreactor. Key responsibilities: - Connect Unicorn 5.31 to Akta machine - Verify that the connection is functioning correctly - Ensure the automation process is smooth and operational - Provide any necessary troubleshooting or support post-implementation -Ensure Fermworks and Labview are activated properly and the connection is functioning correctly with the bioreactor. -No additional purchases of software. - Familiarity with VMware as a couple programs are located on these virtual machines. Ideal proposals should include: - Experience in connecting different...

I'm looking to hire an experienced English tutor who can conduct face-to-face lessons for beginner level teenagers. The course will run from 20th June to...as: -Conversation -Reading comprehension -Writing skills This intensive tutoring requires the individual to commit 15 hours per week, providing an immersive learning experience for our teens. The successful applicant should have a solid background in teaching English language skills to a similar age group, and ideally familiar with teaching those who are at the beginner level. Dedication, patience and innovative teaching methods are qualities that I hold in high regard. Excited to see how you can help our teens master English. This is a great opportunity for a dynamic English tutor to make a real difference in their ...

I am in the market for a skilled graphic designer with proven experience in logo design and YouTube thumbnails. My goal is to enhance brand recognition through these designs. Specifics of this project include: - Design a company logo that embodies trust and reliability, to foster brand recognition. - Develop eye-catching, engaging YouTube thumbnails related to our business field. Ideal skills and experience: - Proven design experience in both logo and YouTube thumbnail creation. - Strong portfolio showcasing ability to combine graphic design principles with an understanding of brand recognition. - Ability to deliver high-quality work within deadlines.

...need to reduce the size of your data to fit now is the time to do that. Data Exploration: shall include a bulleted or numbered list of proposed specific data explorations you intend to carry out (include visualization). These insights are things that can be determined by examining the data through statistical analysis or other means. Predictions: shall include a prediction component (supervised learning) - include clustering, decision tree logistic regression, and k means (must have visualizations) The goal is to identify the best loans; most profitable, and load status for being paid off DELIVERABLES Finished code with all steps detailed below, data preprocessing and data cleaning, EDA including visualization, Supervised Data Model (Clustering, Decision Tree, Kmeans and Log...

I'm looking to create a top-tier eCommerce platform that is dependable, user-friendly, and totally focused on selling approved Montessori learning toys and educational materials. Key Features: - Navigation should be simple and intuitive for all users: parents, teachers, and occupational therapists, and carers for elderly or someone with disabilities. - Seamless shopping cart and checkout experience. - Detailed product information with quality images. -Allow clients to request proforma tax invoice for NDIS or HCP payments Ideal Candidate: - Proficient in eCommerce website design and development. - Has knowledge or experience in Montessori education, even if only minimally. - Understanding of SEO to drive traffic. - Ability to work in a timely manner, with skills to deliver a...

...experienced Wordpress developer to tailor the homepage of our e-Learning platform. The goal is to create a unique and engaging experience for our Forklift Operator certification company. Key Elements: - You'll be working with text content and images. No videos will be required for this project. - A design for the homepage is already in place. Your task will be to bring it to life, while adhering to our company branding. Customization Level: - The level of customization required is moderate. This includes adjusting layout and design elements to fit our pre-determined theme. Your Role: - As the primary coder on this project, your role will be to take my guidance and implement it effectively. Your prior experience in developing similar e-Learning platforms will...

I need a skilled animator to bring my educational content to life through 2D character animation. Please view this old educational video: We need the characters to be more dynamic and updated as well as all the animations. The content and information will roughly be th...the tools you're most comfortable with. Ideal Skills and Experience: - Proven track record in 2D animation. - Previous experience with educational content is a plus. - Ability to work independently on storyboarding, animation, and editing. - Strong communication skills to understand the educational content and align animations with it. If you can combine creativity, skill, and a passion for learning, I'd love to see your portfolio!

1. *Data Collection and Analysis:* Gather historical and real-time cryptocurrency market data, cleaning and processing it for meaningful insights. 2. *Algorithm Development:* Utilize Python's machine learning libraries to create predictive models capable of identifying potential trading opportunities. 3. *Risk Management Integration:* Implement risk mitigation strategies within the algorithm to minimize potential losses during volatile market conditions. 4. *Backtesting and Optimization:* Test the algorithm's performance using historical data to refine and optimize its effectiveness. 5. *Live Testing and Deployment:* Gradually introduce the algorithm to live market conditions, continuously monitoring and fine-tuning its performance.

...the back of the shirt should feature the phrase "Brandon's got my Back!" Design Requirements: Main Theme: "CALL MY LAWYER" should be the central and most dominant element of the design. Professional and Clean: The design should be professional, not busy, and visually appealing. Text Focused: Since this will be a screen-printed design, the primary elements should be text-based. Colors: The design should use no more than three colors. Logo: Incorporate our signature "H" logo prominently in the design. Local Recognition: The design should convey that Brandon Hamilton is a well-known and trusted local attorney. Back of Shirt: The back of the shirt should include the phrase "Brandon's got my Back!" Background Color: The ...

I'm seeking a skilled graphic designer to modernize my organization's image. The focus is creating a symbolic logo and other graphics showcasing the essence ...symbolic logo and other graphics showcasing the essence of a Model United Nations education platform. Ideal skills include: - Experience in rebranding, specifically in the educational or non-profit sectors. - Ability to work with cool-color palette (blues, greens, violets). - Proficiency in designing symbolic graphics, capturing the mission of our organization. Your task is to elevate our brand recognition and help attract new students, through visuals that represent our work in a modern, influential way. We are Tampa Bay Homeschool Model United Nations, committed to supporting debate education; reflect this ident...

I'm seeking a skilled data scientist to create a Machine Learning Automated Valuation Model (AVM) to predict residential real-estate prices in Butte County, CA. The key features I expect in this model include: - Accurate prediction of residential real-estate prices - Analysis of historical data to inform future predictions - Provision of precise estimates for the identified properties - Use AI (GPT-Vision, Claude Opus, etc...) to analyze listing images and derive more feature data about the listing for the model The ideal candidate will have access to and expertise in utilizing the following data sources for training the model: - Public real estate data - MLS listings - Home sale records - Census data Development should primarily be done in R, and the o...

...familiarity with Windows, macOS, and Linux is ideal. - **Purpose**: The primary aim of the deployment is for text ebedding (vector db) and generation. - **Requirements**: Specifically, I'm looking for functionality related to Language modeling and retrieval augment generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app Essential skills for this project include a strong background in Python programming and experience with deploying applications on different operating systems. Previous work in natural language processing (NLP) or machine learning operations (MLOps) will also be a strong advantage. Your understanding of text generation and the specific functionalities mentioned will be key to ...

I have a large batch of text data in PDF files that needs to be copied and pasted into a specific format. Key Requirements: - Transfer text data from various PDF files - Ensure accuracy and precision in the copying - The time-sensitive nature of the task - The data must be transferred into a format that is easy to work with Ideal Candidate: - Proficient in using PDF files - Strong attention to detail - Previous experience with data entry/copy-paste tasks - Ability to work under time constraints

I have collected the dataset in CSV format and now require an expert to develop a multi-class logistic regression model for me. Key requirements: - The dataset is ready and available in CSV format which can be used for the model. - You should have expertise ...available in CSV format which can be used for the model. - You should have expertise in developing logistic regression models for multi-class classification. - Proficiency with Python is a must as I prefer the model to be developed using this language. Technical Requirements: Proficiency in Python and familiarity with libraries such as NumPy, Pandas, Keras, and TensorFlow. Knowledge of statistical learning, logistic regression, and gradient ascent optimization. Ability to write clear and concise documentation and well-comme...

...Collaborate with our music and tech teams to refine and enhance the AI’s capabilities. - Integrate the AI system into our existing platform for seamless user experience. - Continuously monitor and improve the AI’s performance based on user feedback and advancements in AI technology. **Requirements:** - Proven experience in AI development, particularly in natural language processing (NLP) and machine learning. - Strong understanding of music theory and lyrical composition. - Proficiency in programming languages such as Python, TensorFlow, and PyTorch. - Experience with audio processing and analysis. - Ability to work independently and collaboratively in a remote team environment. - Strong problem-solving skills and attention to detail. **Preferred Qualificatio...

I'm looking for someone to integrate an existing machine learning model into a Discord bot. The bot should cater to three main functionalities - sending daily race predictions, responding to user queries about race outcomes, and providing real-time race updates. Key Requirements: - Integrate an existing machine learning model into a Discord bot - Implement a feature to send daily race predictions on a specific channel - Develop a query system that effectively responds to user queries about race outcomes - Enable the bot to provide real-time race updates Your Skills: - Proficiency in machine learning model integration with Discord bots - Experience in developing chatbots, particularly for Discord - Knowledge of horse racing and related termi...

I need a Python script that can batch process text overlay onto images (jpg/png). All the images and all the text will be unique. Each set of text(s) (1-2 sentences) will have its own unique image. (one-to-one) I would like to have a CSV file containing all the unique sets of text. The script would reference a folder of images. The script needs to be able to handle 20-200 images. I would like to be able to change the font style, size, the position on the image, and to have the text be able to wrap to the next row on the image.

...sides (at 300 dpi) - Raw files included. Must also have a PDF version. - Inclusion of: - Company Name: Scalpology (logo attached) - Company Slogan: Is hair loss your biggest headache? (emphasis on the word hair loss) - Contact information - Must also include: UK's leading Scalp Micropigmentation Centre & Academy now in Cyprus - Scalp Micropigmentation details: - Male or Female Pattern Baldness - Surgical or Hair Transplant Scarring - Thinning Hair - Alopecia - Most importantly, before and after treatment images to showcase the benefits achieved (attached) Ideal freelancers would have expertise in graphic design, specifically for billboard advertising. Knowledge and understanding of Scalp Micropigmentation will be an advantage. A highly seas...

**NO OR LIMITED EXPERIENCE IS OK - FEEL FREE TO APPLY. DO NOT USE GENERIC BID TEXT (NO COPY PASTING)*** Role is perfect for motivated and learning individuals who are eager for feedback and want to grow skills. Duration is 30 days internship. Those who surpass expectations will receive a serious offer to stay on team with better compensation. Sample tasks and responsibilities include, and are NOT limited to: 1. Research key topics or areas of interest and presenting options for the next steps. -> googling 2. Executing next steps and promptly executing action items from discussions. -> take instructions and act fast 3. Propose options from research as requested -> more googling 4. Be able to advise proactively on details including step by step documents where...

I need a new logo below is exactly how i want the logo to look: KEDROS Limited in the color purple within a blue ring and a watermark of the human anatomy positioned behind the company name in the colour pink

I'm in a situation where I need assistance in creating an XML file and validating it with an XSD file. I am trying to work with and XSD files but hitting roadblocks. The result I'm seeking is an XML file which encapsulates transaction data. This specific data will be gathered ...project. Key things I require guidance on include: - XML element creation for transactional data pieces - Using a database for XML data source - Validating the XML with an XSD file The successful freelancer for this project will need a high degree of proficiency with XML and XSD files. They will need the ability to explain complex concepts in an easy-to-understand manner as this project is about learning these skills for me. A strong background in using databases as data sources for XML files w...

I have a design prepared for an app I'm developing and I'm in need of a skilled Flutter developer who is a BLoC expert. The main features of the app will include user authentication, push notifications, and in-app purchases. In addition, the app will need to integrate with external APIs. Key requirements: - Proficiency in Flutter - Expertise in BLoC pattern - Prior experience with user authentication, push notification, in-app purchases - Strong API integration skills

Looking for someone with experience and track record in developing and managing e-learning systems for course delivery systems (Similar to Cousera/Udemy) . Having ready made and customizable solutions are welcomed. Users should be able to take short online courses in text, ppt or videos and earn certifications.

Hey mate - like the project that you did before for me I now need, urgently, 2 more cards: THE MOUSE IS OUT AUGUST 6 and THE IS NOT THE FUNHOUSE Can you do this ASAP??

I am looking for an experienced blockchain developer with expertise in the creation of Decentralized Applications (DApps). - The aim is to develop a DApp for our online cheque clearance and verification system. - Key features should include cheque scanning and image recognition, real-time verification with banking databases, and an audit trail with full transaction history. - Applicants should have a strong knowledge of smart contract development and proven experience with similar financial services applications. - The optimal freelancer would understand the ins and outs of creating secure, efficient, and user-friendly systems. Your bidding proposal should demonstrate your understanding of the special considerations needed for the financial industry particularly around data s...

As part of our market research efforts, we are seeking to gather valuable insights from businesses operating in the HOREKA segment. We have compiled a list of companies that fit our target criteria, and we require your expertise to conduct telephone surveys with support by email /whatsapp/social media reach with the business owners or top manageme...interactions. Should you be available and interested in taking on this project, please let us know at your earliest convenience. We are open to discussing further details, including compensation arrangements and any additional requirements you may have. Thank you for considering this opportunity, and we look forward to the possibility of collaborating with you on this project. Good opportunity for learning and growth.. interesting ...

...brand. The primary purpose of this logo is to enhance brand recognition, so it needs to be memorable and timeless. Key requirements: - Classic and traditional design: The logo should exude a sense of history and timelessness, appealing to a wide audience. - Online usage: The logo will be primarily used in online platforms such as websites and social media, so it needs to be scalable and easily recognizable in digital formats. Ideal skills and experience: - Proven experience in designing classic and traditional logos. - Understanding of branding principles and ability to create a logo that resonates with the brand's values. - Proficiency in creating logos for online platforms, ensuring they maintain their integrity and recognition across various digital mediums. ...

I am looking for a talented graphic designer to create a modern, minimalist logo for my brand. The main purpose of the logo is to enhance brand recognition. Key Points: - Logo Style: I envision a modern and minimalist design - Color Scheme: The logo should incorporate soft and subtle pastel colors Ideal Skills: - Graphic Design - Logo Design - Branding - Understanding of color psychology and minimalism Experience: - Demonstrable experience in creating modern, minimalist logos - Previous work with pastel color schemes would be a plus - Proven track record in enhancing brand recognition through logo design Look forward to seeing your portfolio and ideas.

I am seeking a part-time role in the technology industry. My primary requirement is that the position is entry-level, as I am just starting my career in this field. The ideal candidate for this job will be well-versed in technology basics, have a clear understanding of the industry, and be willing to invest in my learning and development. I am looking for a supportive work environment, where I can grow and apply my skills in a real-world setting. It would be a bonus if the job offers the opportunity for mentorship or training. This will ensure I can contribute effectively to the team and continue to develop my skills as a technology professional. Please reach out if you have a position that would be a good fit for me.

...keywords in the Middle Eastern region, primarily in Iran. The main goal is to increase traffic to my website. This project will be focused on keywords related to English learning and test preparation; such as IELTS, TOEFL, English speaking, quick conversation, easy conversation, learning English, fast English, and English speaking practice. Key Requirements: - Proven experience in SEO, particularly in the Middle Eastern region - Familiarity with the Iranian market and search engine habits - Expertise in optimizing websites for increased traffic - Previous success in improving rankings for educational and language learning websites The ideal candidate should be able to understand the nuances of the Middle Eastern market, particularly in Iran, and tailor the SEO st...

VM CREATION (1 VPS BIND) os CentOS 8 & 9 Stream MINIMAL Direct installation or converted from CentOS 8 Linux. (Recommended) panel add install: nginx server VARNICH APACH very important !!!!!snaphopt image c...servers working (just os) (without admin panel)!!!I want to be able to do restores, for a new installation of another panel, if necessary.! !!! !! !!!!!! link to server add SSL ADD ALL PHP CGI AND FMP (latest 6 versions)PHP AVAILABLE FOR CUSTOMER FOR ALL SERVER ADD PHP VERSION 7.9 PACHT FMMPEG add latest version change SSH22 port verification example: ns1 . add IP.: add a Mac machine adds IP.: adds mac Example of adding HOSTENAME:

I'm seeking a talented Web Developer to design and build an intuitive, navigable website for offering 10-20 courses with an Indian theme. Key features of the website won't only concentrate on appealing aesthetics but also functionality. Desirable Website Features: - User-Friendly Interface:...material and website content should be bilingual, in both English and Hindi. Proven experience in building educational websites will be highly valued. The freelancer should have excellent proficiency in web designing, the English and Hindi language as well as good knowledge of Indian governmental website themes for authenticity. This will collaboratively contribute to the creation of a stimulating learning environment in the virtual space. Let's join hands to contribute to the ...

...development and a proven track record in healthcare or similar fields. Excellent communication skills and a proactive approach to problem-solving are highly valued. Key Deliverables include - Technical Specifications Document: Outlining the project requirements, timelines, and milestones. - Data Preparation Pipeline: Scripts and processes for data collection, cleaning, and annotation. - Machine Learning Models: Trained and validated models for diagnosing hormone imbalances. - Integration Modules: APIs and tools for integrating with EHRs and wearable devices. - User Interface: A user-friendly app interface for both patients and healthcare providers. - Testing Reports: Documentation of clinical validation and technical testing results. - Security and Compliance D...