Machine Learning (ML) Jobs

Hello, We need to build AI/ML model using AWS. Your model will analyze offline videos and will mark certain events. I will share the exact details with potential bidders. You will need to have an AWS account to participate in this project. Please note, this project is for a sole developer. If you are a team, company, agency or a middleman, please avoid bidding. Thank you. Andrew

We are currently seeking a skilled Python developer to work as an external contractor on an hourly basis. The primary responsibilities will include developing a custom customer database tailored to our needs, where we can input various data such as photos, contact details, resumes, etc., and leverage machine learning algorithms for analysis. Additionally, there will be tasks involving automation and training and fine-tuning of models using tools like OpenAI's GPT-3, specifically Whisper. Key Responsibilities: Design and develop a specialized customer database for efficient data management. Implement machine learning algorithms for data analysis and insights generation. Create automation scripts for repetitive tasks. Train and fine-tune models using Whisper (OpenAI) with our own data...

I'm looking to develop a highly functional AI chatbot for my website. This chatbot should be able to do the following: - Generate a set of questions real time (Not predefined FAQ's but real time based on topic provided) and records answers in real-time during a video call. - Be able to analyze face expressions/body language for confidence/conviction/nervousness etc. - Past meeting analyze the recorded answers and correlate them with body language This will NOT a typical chatbot in which questions and answers are pre-defined. The chatbot serves as an interviewer, interacting with candidates for HR and technical interviews. I will provide training and prompts for the chatbot, including testing its functionality. One aspect involves conducting real-time interviews, managing ca...

Task 1.1: Download Data from the SEC-EDGAR The first part of the task is to download some SEC 10-K filings of public firms. These documents will be analyzed in the next part of the task. • First, select 2-3 companies or tickers of your choice. • Second, for a given company ticker from a user, you need to download a 10-K filing for each year from the SEC website for the period 1995 through 2023 (resulting in approximately 29 10-K documents, it can be less depending on when the company IPOed). • Note that the task is to write a script or program to do this automatically, and not to download all files manually. • You can use the sec-edgar-downloader (https://sec-edgar-downloader.readthedocs. io/en/latest/) package in Python for ease or other similar packages. Task 1.2: ...

I'm looking to hire a programmer with AI and chatbot development experience to create a chatbot for psychoanalysis, based on a specific textbook from Brazilian psychoanalyst Francisco Daudt. KEY REQUIREMENTS: - Development of a chatbot with diagnostic and therapeutic capabilities. - Integration of principles and techniques from psychoanalysis as the chatbot's therapeutic orientation. IDEAL EXPERIENCE: -No need of Knowledge in Psychoanalysis, that's already done - Expertise in AI Chatbot development would be crucial. Your main task will be to ensure that the chatbot provides diagnostic and therapeutic guidance according to the concepts of psychoanalysis presented in Francisco Daudt's textbook. Your understanding of these principles is crucial for the chatbot'...

I'm in search of a talented and experienced individual who can assist in developing a Quantum Machine Learning model with a particular focus on optimizing computational time. Key Requirements: - Proficient in Quantum Machine Learning: You should have prior experience in developing ML models using quantum computing techniques. - Python Programming: Solid understanding and experience with Python are essential as you'll be implementing the model predominantly using this language. - Numerical Data Handling: The model will be working specifically with numerical data, so prior experience in this area is a plus. The primary aim of this project is to reduce the computational time of the Quantum Machine Learning model. Your expertise in this area is crucial, as we're looking to imp...

We are looking for an AI expert to train us in the deployment and fine-tuning phases of an AI model. The Training session will need to: - Provide comprehensive training on AI model deployment and fine tuning. - Ensure focus on enhancing performance and improving accuracy. - Propose innovative approaches for creating new features. Ideal Skills and Experience: - Proficiency in AI and ML concepts. - Familiar with Python, TensorFlow, and PyTorch. - Experience in deploying multiple types of AI models, with expertise in Natural language processing models, Mathematical models and recommendation system models being a notable advantage. Please note this project primarily requires guiding and training, not actual execution of tasks.

I'm looking for a specialist capable of conducting image classification for facial detection using the YOLOv9 model on Colab. The primary goal is to pin-point and categorize human face images. The key tasks include: - Implementing YOLOv9 model on Colab for image classification - Prioritizing faces as the main class for identification and categorization - Enhancing the model to increase its detection degrees of accuracy - Ensuring the solution is scalable and effective The ideal candidate should have robust skills in: - Python programming - Deep Learning (specifically convolutional neural networks) - Proficiency in Google Colab - Prior hands-on experience with YOLOv9 or similar models. Please note that the work does not require detection and classification of specific faci...

I require a skilled data scientist who has extensive experience in Python and data science, to help analyze and visualize customer data. This work aims to yield insights that will enhance business decisions and align them with customer needs. Deliverables: - Data analysis and inference from provided customer data. - Creation of visualizations to communicate these insights. Skills and Experience Required: - Proficiency in Python. - Strong background in data science. - Experience with data visualization tools. - Prior work in customer data interpretation is a strong plus.

I've almost completed the frontend of my heart disease prediction system and am currently looking for a skilled freelancer to provide a solid backend architecture that seamlessly integrates machine learning algorithms for heart disease prediction. Although the specific algorithm to be used has not been decided yet, possible options could include Decision Trees, Random Forests or Support Vector Machines. Ideal Skills and Experience: - Proven and demonstrated experience in building backend systems. - Proficiency in machine learning concepts and their application. Preferably, they will: - Have experience in applying machine learning to healthcare or medical-related projects. When you apply, please include: - Examples of relevant work. - Detailed proposal outlining how you intend to...

I'm in need of a mathematician and computer scientist with expertise in algorithm analysis, particularly in the field of Djikstra-like functions. The primary goal of this project is confirming the time complexity of a Djikstra-like function that has been implemented in Python. Key Points: - I'm not looking for the development of a new algorithm, but a detailed analysis and confirmation of the time complexity of the existing one in Python. - The main purpose of this analysis is to validate the efficiency of the algorithm. - The results of this analysis are to be used for personal knowledge, rather than for an academic publication or software development. Ideal Candidates: - Proficient in algorithm analysis, particularly in Djikstra-like functions. - Expertise in Python for the ...

I'm looking for a skilled Python developer who can help me implement the Google Sheets API for password protection. Key Requirements: - Utilize Python to work with the Google Sheets API. - Implement password encryption for security. - Set up a system for managing user access, with individual passwords for each user. Ideal qualities in a freelancer: - Proficient in Python. - Experienced in working with the Google Sheets API. - Knowledgeable about encryption methods for data security. - Capable of setting up user authentication and access controls. Successful delivery of this project will result in a password-protected Google Sheet that allows for unique user access.

I am in need of a skilled ROS developer who can assist me with the simulation of an underwater vehicle using ROS Noetic. The project is mainly focused on the movement, navigation, sensor interaction, and data processing of the underwater vehicle. Key Responsibilities: - Creating an underwater vehicle simulation on Gazebo using ROS Noetic - Implementing movement and navigation functionalities - Incorporating sensor interaction and data processing capabilities - Ensuring the simulation is realistic and functional Ideal Skills and Experience: - Proficiency in ROS Noetic - Experience in simulation, particularly working with underwater vehicles - Strong knowledge of Gazebo or similar simulation tools - Understanding of movement and navigation algorithms - Prior work on sensor interaction and ...

I am looking for a proficient app developer to build a real-time facial recognition app, based on Open CV, for both Android and iOS platforms. Key Requirements: - Facial recognition: The app should accurately identify and recognize faces in real time. Previous experience with facial recognition technology is a must. - Cross-platform compatibility: The application must be functional on both Android and iOS platforms. Experience in cross-platform development would be ideal. - Real-time processing: The app should have the capability for real-time facial recognition and not merely offline processing. Prior experience with real-time processing apps is highly desirable. This project will surely require a developer who is experienced in machine learning, OpenCV, and mobile app deve...

I need an expert in Natural Language Processing, specifically in sentiment analysis and text classification, to assist with my project. While I haven't chosen a programming language for this task, I am open to suggestions. It's currently unclear if I will need a pre-trained or custom NLP model, so both options should be explored. Best fit for the job would include: - Extensive experience in NLP, especially sentiment analysis and text classification - Ability to provide insights on different programming languages for the task - Experience with both pre-trained and custom NLP models.

I'm seeking a skilled ML engineer to develop a unique machine learning model for a security system in ATMs. Key Requirements: - Utilizing an Artificial Neural Network: The primary focus of this project is the implementation of an Artificial Neural Network for precise mask and helmet recognition. Your experience in developing similar systems using ANN will be highly appreciated. - Achieving Accuracy: The desired accuracy level for this system is between 80% and 90%. It's crucial that the model can reliably identify the presence of masks and helmets in real-time. - Compact Deployment: The final system is intended to be deployed within a small device with a Raspberry Pi (watch box dimension). Thus, your experience in deploying ML models on such hardware will be beneficial. Ideal ...

I'm seeking a seasoned Deep Learning professional to help with a multifaceted project. The ideal candidate will be proficient in Python and should have a strong foundation in any programming language. Key Responsibilities: - Data preprocessing: You'll be expected to clean, organize, and augment the dataset for our deep learning models. - Model development: You'll design, implement, and optimize cutting-edge deep learning models. - Model training: Your role will also include training these models and fine-tuning them for optimal performance. The desired outcome of this project is a series of robust, high-performing models that can accurately and efficiently handle the tasks. Ideal Skills: - Proficiency in Python - Strong foundation in any programming language - Experienc...

I'm seeking a skilled professional with expertise in the domain of Artificial Intelligence, particularly with a focus on Supervised Machine Learning (ML). The project involves: * Designing and implementing cutting-edge Supervised ML solutions * Analysis, improvement, and scaling of existing models * Relevant data preprocessing and feature engineering tasks The ideal freelancer should have: * Profound knowledge and working experience in Artificial Intelligence and Supervised machine learning * A strong command of AI and ML libraries and frameworks * Experience with data manipulation and analysis This project offers an exciting opportunity to contribute to an innovative AI initiative. I'm looking forward to learning from and collaborating with you.

I need a data science expert who has experience working with big data. Your responsibilities will include data analysis, machine learning modeling, and data visualization. Specific tasks may include: - Analyzing large datasets to extract valuable insights - Developing and implementing machine learning models - Creating visual representations of data for easy interpretation While I haven't specified a programming language or software tool for this project, experience with Python, R, SPSS, Tableau or Java would be beneficial. The ideal freelancer will have a proven track record in handling big data and data science. If you are a data scientist with experience in large-scale data analysis, machine learning, and data visualization, I'd be interested in hearing from you. No team...

i m looking a an expert computer vision expert who can solve my bug. I need to improve tracking of humans in the code. Have a look at the video. the id of person is changing when he passes from some other person from behind the camera. I want the code to retain the id.

As part of my mlOps project, I'm in need of a Python-savvy individual to assist in the documentation and implementation of a Natural Language Processing (NLP) model specifically for Question and Answering (QnA) tasks. Key Tasks: - Documentation: Translate the NLP model's implementation into comprehensive, easy-to-understand documentation. - Code Implementation: Lend a hand in the practical implementation of the QnA model within the existing mlOps framework. Your role would be to assist me in understanding and applying the NLP model for QnA tasks. While I have a solid foundation in Python, I'm looking for someone with more experience in mlOps, especially in NLP, to help with the project. Ideal Skillset: - Proficiency in Python. - Previous experience with NLP, specifically...

I require a proficient no-code machine learning marketing analytics tool that can effectively perform several critical use-cases including predictive analysis, churn prediction, customer lifetime value calculation, and market basket analysis. - Be sure to integrate with a CRM system as a critical data source. - For better understanding and interpretation of the analytical outcomes, I'd want the tool to display outputs in the form of graphical charts, categorical bar graphs, and heat maps. An ideal candidate for this project would be a developer with practical experience in building machine learning algorithms, with specific knowledge of marketing analytics. Proficiency in integrating ML tools with CRM systems will be a plus. Knowledge about data visualization techniques is also k...

I have a flying drone that I program myself. And I will put lidar scaners on it. 4 scaners I put on my drone. Then I will have a a thing that makes that light beam. It's going to be a ray, a beam of light that I will control. And what I need is the drone to scan the environment to find that beam. Then whenever the drone finds the beam, it's going to see which of the 4 sensors found the beam. Then It's going to adjust itself, rotate and move untill all 4 of the sensons see the beam. When that happens it means that the drone is going exactly where the beam is coming from. Then the drone just has to go there and that's it. It's simply like in this video:

I need to fix code in python expert ,to fix the issue now if you can start now pls start your bid with now

I am urgently seeking a Python guru to fix a function issue in my linear regression code within 3-5 hours. This code is built using Python libraries - NumPy, scikit-learn, and pandas. Please only get in touch if you can confidently resolve this within the specified timeline. Your strong experience in dealing with Python's syntax, particularly in the context of these libraries, will be highly valued.

I am seeking a highly skilled Python developer to add Recall, Precision, and F1 graph functionalities to the existing YOLOv4 Tiny on Colab implementation.

I am looking for a skilled Python engineer to create an engine which is capable of finding pre-defined Data Points (DP’s) within the PDF file. Objectives for the system: 1. It has to be completely offline (no online solutions will be accepted); 2. System has to be integrated with LLM (Llama or similar); 3. LLM must be capable on answering questions (via chatbot interface on GUI) on: a. DP’s; and b. Text it read while it was scanning the PDF and looking for DP’s; c. Previously read documents related to the same client. 4. DP’s are to be saved to SQL table; 5. We need a dashboard, to train the engine on finding DP’s in the document. Current problems: A. Large part of documents are scanned, but regardless if the document is scanned or not, it’s all in dig...

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Python Tutor Needed for Beginner Level Skills and Experience: - Expertise in Python programming language - Strong understanding of syntax and basics of Python - Ability to explain complex concepts in a simple and understandable manner - Experience in teaching or tutoring Python to beginners Project Requirements: - Seeking a Python tutor to assist with improving my understanding of syntax and basics of Python - Looking for someone who can provide 1-2 hours of tutoring per week - The tutor should have the ability to break down complex concepts and explain them in a clear and concise manner - The focus will be on improving my understanding and ability to write Python code correctly If you have experience in teaching Python to beginners and have a strong grasp of the syntax and basics, plea...

I'm looking for an experienced Python developer to assist me with a coding challenge that heavily focuses on data structure implementation. Your main responsibility will be implementing data structures, hence a strong understanding of the following is crucial: - Arrays and Linked Lists - Trees and Graphs - Stacks and Queues Your expertise in Python, especially in handling and manipulating these data structures, is highly desired. The ideal candidate should have experience with similar challenges or projects that required the implementation of complex data structures. You should be able to write clean, efficient, and well-documented code.

I'm developing a heart disease prediction system with the frontend part already complete. I now require a Machine Learning expert to integrate a predictive model into the backend. Since the programming languages for frontend and backend were not specified, please be familiar with popular ones such as Python, JavaScript, and PHP. Key responsibilities will include: - Developing a Machine learning model to predict heart disease using symptoms and risk factors - Integrating the model with the existing backend Ideal applicants should: - Have experience in Machine Learning and backend development - Be familiar with healthcare datasets - Be comfortable working with symptoms and risk factors to predict heart diseases Please include your past experiences and detailed project proposals in ...

I'm looking for an expert to help me implement TinyML on an IOT device for health monitoring. Key Requirements: - Implement TinyML on an IOT device - Customize the TinyML model to support health monitoring - Ensure the device effectively tracks and reports health data Ideal Skills and Experience: - Proven experience with TinyML - Background in IOT and device integration - Strong understanding of health monitoring - Ability to optimize TinyML for efficient performance

I'm in the pharmaceutical industry, particularly focusing on cold chain management. I'm looking to implement AI in my company to improve various aspects of our operations. I'm seeking a professional who can help me specifically with: - Identifying the best AI strategies for our cold chain pharmaceutical company - Implementing AI for predictive maintenance, quality control, or inventory optimization - Addressing the current challenges or pain points in our operations through AI. I'm open to suggestions on the optimal AI applications for improving our cold chain management system. Ideal skills for this job include: - Experience in AI implementation, particularly for quality control in the pharmaceutical industry - Strong background in predictive maintenance and inve...

I'm in search of a skilled individual with profound experience in machine learning and data analysis to assist me in creating a special prototype. Ideally, I would like to work with someone who is based in Kolkata, India. It's a paid project. Key Project Details: - The primary goal of this project is to create a prototype - The prototype should also incorporate interactive functionality Your responsibilities will encompass: - Employing machine learning and data analysis techniques to create the prototype - Ensuring the interactive functionality is well integrated and user-friendly Ideal Skills: - Profound experience in machine learning and data analysis - Adept at creating prototypes with interactive functionality - Strong understanding of user interface design - Availability...

I'm in need of a skilled developer to build a custom ecommerce platform for me, with a special emphasis on AI integration. The key features and requirements for this project include: - User Interface: I envision the user interface to be minimalist and clean. The design should be intuitive, user-friendly, and mobile-responsive. Ideal candidates for this project should have experience in ecommerce platform development, a deep understanding of AI integration, and a strong portfolio showcasing similar projects. Please provide examples of your previous work and a detailed proposal outlining your approach to this project. Please see attached document brief

Your tasks are to: • Design the AI for a simplified PacMan game, described below (in a pdf report) • Implement the AI that you designed in code (frameworks are provided for Python, Java). • Test and analyse how your AI performs (also in a pdf report) The Game This is a simplified PacMan game, which is played on a 30*30 grid. (or 32*32 with outside walls). There is 1 ‘Ghost’, 1 ‘PacMan’, and 1 Power pill. The walls can be removed to make it simpler(see below). The Ghost and PacMan characters each move one square at a time, in any direction (including diagonally!). The game ends when the Ghost catches the PacMan Character (expect for the case below). Or when 1000 moves have been made. If the PacMan character collides with the Power Pill; the PacMan h...

I'm looking for an expert in Python, specifically with version 3.11, to build a Pac-Man game. This interactive game is to be designed for Windows users and needs to incorporate original graphics. Ideal skills for this project include: - Proficiency in Python 3.11 programming - Experience in game development - Familiarity with creating interactive games for Windows platforms - A good understanding of graphic design, especially in relation to game development. The objective is to create a game that echoes the retro feel of traditional Pac-Man, with the modern functionality made possible by Python 3.11. Please note, your bid should include time for testing the game on Windows to ensure smooth and error-free gameplay.

I am in need of a data mining expert proficient in Python, machine learning, and Selenium to facilitate a data mining project. If you are interested, so there would be 2 contract fix rate $50/country flow, and $3-5/hr for code's maintainance. Depends on your profile’s experience. $10/script for easier works (like scrap-data transferring between GS&SQL), - Purpose of the project: The primary objective is to extract valuable information from a large set of data. The specific type of data to be mined will be shared with the successful candidate. - Skills and Experience: - Proficient in Python - Hands-on experience with Selenium - Thorough understanding of machine learning algorithms - Experience in handling large sets of data - Strong knowledge of data ...

I have a text-based dataset that I would like you to analyze and draw insights from. The main goal of this analysis is to identify trends within the dataset. Key requirements: - Analyze text data: The primary data you will be working with is textual. You should be comfortable with working on and analyzing a text-based dataset. - Trend analysis: The main goal of the project is to identify trends within the data. You should be able to apply appropriate analytical methods for trend analysis. - Graphical visualization: I prefer the results of the trend analysis to be visualized through graphs. You should be proficient in creating effective and insightful graphical representations. Ideal skills and experience: - Data analysis: You should have experience in analyzing data and drawing valuable ...

I am looking for an IT specialist with expertise in programming and machine learning. Key tasks and requirements include: - Proficiency in Python, Java, and C++. - Developing a new software application. - Implementing predictive problem-solving strategies via machine learning. The ideal freelancer will have thorough expertise in programming and machine learning. If you can provide evidence of past projects involving the development of software applications and predictive problem-solving, I would be particularly interested in hearing from you. An understanding of various machine learning methods for prediction would also be beneficial.

Machine Learning Engineer (LLM, Prompt engineering) $12k – $80k • 0.5% – 3.0% in stock options Full job description (here is not full, because there is limitation on characters): We a tech startup based in Delaware, US. We are developing an AI-powered recruiting platform that analyzes and screens candidates' resumes, enabling recruiters to quickly identify top talent while significantly reducing manual screening time and bias. The WHO: Target Audience The main user of our platform is a professional who needs to streamline their recruitment process, particularly in the scope of CV screening and filtering. This allows them to improve the quality of hires and reduce time spent on manual screening. Our primary target customers include recruitment agencies, HR departme...

Quick Description: I need a professional who would know how to forward pass through 200 already trained PyTorch neural networks, and obtain their outputs, in <20ms, on a provided Linux server. This task is only for the ML inference step, and not for the training stage. Key Requirements: - Expertise in Python and Machine Learning: You should be well-versed in Python and have a strong understanding of machine learning principles. - Previous Experience in Speed Optimization: Experience in optimizing machine learning inference for high-speed applications is crucial. - Proficiency in PyTorch: Experience working with PyTorch specifically is highly preferred, as this is the library we are currently using. - Expertise in Linux - Knowledgeable about how to parallelize computations. Your res...

I'm looking for a programmer who can help me create a time series forecasting model using Python. The main aim is to predict the future default rates on lending loans based on past data. Key Requirements: - Past data includes monthly default rates till a specific time period. - The time period for which the default rates are available will vary. - There will be multiple customer, taken loan for a different time period at different months. Use all data of all customers to predict the future default rates based on the given data. Moreover, if a new customer takes loan what would have been the default rates of that customer if the customer had joined some time back in the past. Ideal Skills and Experience: - Proficiency in Python and relevant data science libraries (e.g., Pandas, Nu...

I'm seeking an expert in Long Language Models (LLM) to develop a model that can detect vulnerabilities using network traffic analysis. Key Requirements: - Experience with Long Language Models (LLM) such as GPT, BERT, etc.. - Previous work and experience in the field of cybersecurity, particularly in vulnerability detection. - Ability to design and implement a model that can accurately identify network traffic patterns associated with vulnerabilities. The successful freelancer should be able to: - Understand the nuances of different LLMs in order to choose the most suitable one for the task at hand. - Develop a robust vulnerability detection model using the chosen LLM. - Demonstrate their experience in cybersecurity and vulnerability detection. Please highlight your experience in th...

I need a capable hand to create an AI tool for an Android game that's similar to Subway Surfers. This tool should be built to perform at an intermediate level, hence, it shouldn't struggle with achieving basic tasks but doesn't have to excel at the hardest ones. The ideal freelancer for this job should have experience a deep understanding of artificial intelligence. Key Requirements: - AI Character Movement: The tool must automate the character's movements throughout the game. - Collecting Power-Ups: The AI tool should be clever enough to identify and collect power-ups. - Dodging Obstacles: It is essential that the tool ensures the character constantly avoids obstacles to prolong gameplay. Please note, it's crucial that the tool works seamlessly on Android sys...

I am looking to automate the calibration process of my smart energy meter using Python. Key Tasks: - Automate the reading of data from the smart meter - Implement logic to calibrate the meter based on the collected data Ideal Skills: - Proficiency in Python, specifically for automation tasks - Experience in working with smart meter data - Understanding of energy meter calibration processes The ideal freelancer for this project will be able to create a seamless and efficient automation script that can accurately calibrate the energy meter based on the data it reads.

I have a PDF file with text & tabular data (unstructured) inside it. We need to extract it and save it in csv

I'm looking for a Python expert who can assist me with data analysis and preprocessing. The role will involve working with speech recognition data for the purpose of speech-to-text conversion. I want to run the code available on GitHub, the required GitHub repository is shown in attached image. Ideal skills and experience for this job include: - Proficiency in Python, particularly for data analysis and pre-processing - Prior experience with speech recognition technology - Understanding of the nuances of converting speech to text - Familiarity with text data analysis and preprocessing - Strong communication skills for potential collaboration on the project

I'm seeking an intermediate level Research Assistant, highly proficient in Python to assist me develop ML+DL algorithms for a specific project. Key Responsibilities: * Step 1: Regenerating Exact same graphs shown in PDF using same dataset * Step 2: Apply other various ML + DL algorithms for future prediction and Obtain better results in term of accuracy, precision, F1-score, RMSE, ME, MAE, RMSE, MAPE etc then already applied models * Step 3: Documentation of the work, along with a discussion to validate the model's usage and justify it as a Scientific research. Ideal Skills & Experience: * Proficient in Python programming language * Prior experience in Machine Learning and Deep Learning algorithms * Anyone with Past Experience as a research assistant will be highly app...

I'm on the hunt for an expert in optimization algorithms. Your focus, should you choose to accept this project, will not be specified just yet as I have several tasks in mind including resource allocation, route planning, and production scheduling. Your expertise will help decide the approach. Your Skills and Experience: - Advanced experience with optimization algorithms - A strong background in Mathematics and Computer Science - An understanding of resource allocation, route planning, and production scheduling is highly advantageous Application Requirements: - Provide details about your experience with optimization algorithms - Any relevant work samples or case studies where you've successfully used optimization algorithms - Be ready for a fast turnaround and efficient communi...