Sample engineer job description jobs

I have a one hour podcast. I am in need of assistance ...(extraneous noises, variable volume, and some low quality areas). I have done the editing parts. Key Responsibilities: - Enhance and balance audio by mixing and mastering using professional audio software - Ensure the highest audio quality, minimize noise and enhance clarity - Deliver finished output in Audacity Project File format Ideal Skills and Experience: - Proven experience as an audio engineer working specifically with podcasts - Expertise in handling Audacity software - Strong knowledge of audio mixing and mastering techniques - Excellent attention to detail in balancing sound and eliminating background noise I'm keen to find a specialist who can help in delivering crisp, clear, and immersive sound for my pod...

I'm in need of a skilled structural engineer to design a cantilever floating staircase with spine beam full landing of 84 inches for a residential project. The staircase area has a specific dimension of 185 x 84 x 138 inches. Here are the main points of the project: - Material: The design should be based on concrete. - Detail level: I require a comprehensive package, including 3D models and load calculations. - Practicality: The staircase will be used for residential purposes. Skills and experience needed: - Proficiency in structural design, particularly for cantilever floating staircases. - Experience with and access to structural design software. - Proven track record of creating detailed, comprehensive design packages for similar projects. - Understanding of load calculat...

I'm currently in need of a proficient engineer who can handle an intermediate level task on Cadence Virtuoso. This complex project requires a mixture of analog and digital circuit designs. Here's what you'll need to bring to the table: - Proven experience with Cadence Virtuoso - Capability to work on intermediate level complexity designs - Understanding of both analog and digital circuit designs, as the project involves mixed-signal circuit designing You don't need to have Cadence Virtuoso on your PC, as you can access my system remotely via AnyDesk to complete the task. Looking forward to working with someone who can meet these requirements for a successful project completion.

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I'm looking for a React and developer that integrate a Partical background to our website ASAP. We found this interesting sample: Although it looks like Vanilla implementation, we want it to be integrated into our react landing page. We are looking for someone to integrate the background exactly as it is just without a loading spinner at the top of our landing page instead of the big blue banner on our website:

...home services company, offering a comprehensive range of plumbing, heating, cooling, and other home services. The website will serve as a digital storefront and informational hub, enabling customers to easily browse and understand the services offered, request quotes, and schedule appointments. The website will have about 70 pages. Key Features and Functionalities: - Service Listing and Description: The website will have dedicated sections for each service category (Plumbing, Drains, Heating, Cooling, Pool Heaters, and Other Services), with detailed descriptions and breakdowns of specific services offered under each category. - Service Area Coverage: Clearly communicate the geographic areas served, allowing customers to check if their location falls within the service area...

I'm in need of a skilled Machine Learning Engineer who can develop modules to help analyze the real-time electricity consumption for a variety of devices in our system. Backend: Key Points: - Devices to be analyzed include air conditioners, lights, and simple motors and other simple devices. - The analysis should cover both the collective consumption of groups of devices and the individual consumption patterns of each device. Ideal Experience: - Strong background in Machine Learning, ideally with experience in real-time data analysis. - Previous work in energy consumption analysis or similar fields would be a huge plus. - Proven track record in developing ML models for group and individual level analysis. The ML analysis we are looking for includes: - Identifying energy ...

I urgently need a skilled Electronics Engineer who is proficient in working with Cadence Virtuoso. Your tasks will include: - Designing a simple circuit - Capturing the schematic of the circuit - Creating a PCB layout of the circuit - Writing a comprehensive report on the completed tasks Due to the urgency of this project, I would prefer someone who can get started as soon as possible. Ideal Skills: - Expertise in Electronics Engineering - Proficiency in circuit design - Solid experience with schematic capture - Strong skills in PCB layout - Experience in Cadence Virtuoso - Ability to write clear and comprehensive reports I look forward to receiving your bids and working with you on this project.

Content and photos ready. Must me mobile responsive. One page of content, 4 photos. Generic information that applies to all listings. Same description will be used on all listing. Description will not contain product information.

I am looking to fill a longterm editor position for multiple projects for my agency. I am run...raw footage, edit it and upload the edited videos in a separate folder. I expect a simple thumbnail that fits the ratio 1:1 on Instagram feed. All videos should be edited in 9/16 format for fullscreen experiences on IG Reels + TikTok.* *Please reach out to me here on “Freelancer ” and tell me a bit about yourself, your current situation and show me previous work.* ***Important***: *I expect a sample to quality check your work, if I find qualified for the position, I will provide you with the raw 60-seconds footage.* *Fluent English is a must + you must be able to jump on a Zoom call to go through the onboarding process(webcam is a must).* *Daily reports are expected whenev...

...transformation to leave an impression on potential partners and clients. Your task would be: - Implementing a modern design style across the presentation to ensure its engagement with the corporate world. - Emphasise image selection. Images play the main role in this Project. They need to be intriguing and powerful, reflecting the uniqueness of our work at Sniper Action Photo. I will provide all of the sample images. - While the main focus is on the images, typography and color schemes should not be overlooked. They should complement the images and strengthen the overall visual appeal of the presentation. Ideal Skills and Experience: - Excellent understanding of aesthetic and modern design style. - Proficient in PowerPoint (Or Canva or other tool) and graphic design. - Strong ...

I need a skilled freelancer to extract table data from a PDF file. The extracted data will be used for analysis in a Microsoft Excel spreadsheet. Key Requirements: - Extract tables from a PDF - Ensure data quality and integrity - Deliver the data in a Microsoft Excel format Ideal Skills: - Proficiency in PDF data extraction - Strong understanding of tab...Excel spreadsheet. Key Requirements: - Extract tables from a PDF - Ensure data quality and integrity - Deliver the data in a Microsoft Excel format Ideal Skills: - Proficiency in PDF data extraction - Strong understanding of table structures - Experience in working with Microsoft Excel - Attention to detail and accuracy is crucial look attached PDF and EXCEL then Bid, start Bid writing PDF and sample attached. So I know you lo...

Just something similar to AirPods Pro 2 , but see through and not that thing that is sticking out, so first will be the tip, then 10 x 10 mm xmems (driver like in the picture but little bigger) then mediatek t300 5g soc ca 10 x 10 mm then small battery as in AirPods and then the little ignion antenna of 7x2x1 mm

***MUST HOLD PE LICENSE IN WISCONSIN, USA*** In this project, I'm looking for a Professional Engineer based in Wisconsin to perform a field evaluation of several luminaires for installation in a home remodel. Key Responsibilities: - Identify changes necessary to make luminaires comply with safety requirements. - Evaluate final version, write a report explaining that they comply with safety requirements, write up any installation instructions for mounting, and apply PE stamp. Necessary Skills and Experience: - Certified Professional Engineer status in Wisconsin. - Understanding of electrical safety standards relating to luminaires. In summary, your task is to assist me in ensuring that the luminaires in question meet the necessary safety criteria in the WI electrical...

...Strong knowledge and experience with internet radio app creation would be highly advantageous - Exceptional understanding of the Android development environment and tools Freelancers who feel confident they can realise these requirements should get in touch. Please provide information on similar projects you've completed or skills that are particularly relevant to this project. Attached is a sample...

...and short format videos and posts, specifically: - video frames, - subtitles stylings, - thumbnails, - background images, - circular character frames. These elements should be eye-catching, diverse, and tailored to each franchise's unique visual identity. - We are 2 people in this project, and we each need a thematic personal profile picture as well (current, non-thematic images attached as sample). These should be suitable for Facebook, Instagram, Discord, YouTube, Twitch and TikTok We are actively avoiding AI-made content, so please avoid its use - or keep it to a minimum. Ideal candidates for this project should have: - Proficiency in graphic design and animation, with a strong portfolio showcasing previous work in a similar context. - A deep understanding of the v...

I'm looking for a skilled DevOps Engineer experienced in AWS to help design a robust architecture for my Spark and Sagemaker Machine Learning models. Key Requirements: - **AWS Services**: Your primary focus will be on utilizing Amazon S3 and Amazon Sagemaker effectively within the architecture. - **Programming Languages**: Familiarity with both Python and R is important, given that my models are built in those languages. - **Model Operations**: Your design should focus on enabling batch predictions and facilitate model training and retraining for the Machine Learning models. Ideal Skills: - Experience with Amazon S3 and Amazon Sagemaker are a must. - Proficiency in Python and R for fine-tuning or troubleshooting the models. - Familiarity with designing architectures for batch...

DESCRIPTION = = = = We need a skilled developer to create a mod for a future Minecraft SMP (Survival Multiplayer) server. The mod involves a small but crucial change to the game's hardcore aspect, allowing for easy toggling between hardcore mode and regular mode. PROJECT DETAILS = = = = - Objective: Modify Minecraft gameplay to toggle hardcore mode on and off seamlessly. - Functionality: When the hardcore mode is activated, players and those they kill are permanently put into spectator mode, except for using commands. - The toggle switch is in the form of 'canon off' and 'canon on' buttons, with 'on' activating the hardcore aspect. - All players should be able to toggle between modes without accessing creative mode. - Hardcore mode opera...

I'm looking for a skilled graphic designer to create a modern, visually appealing tri-fold menu for my pizza takeaway business. Content to be copied from our newly created website. I can provide sample menu card of our other store. It can be similar to that menu but design needs to be improved and eye catchy. Would be great if you can share sample of menu that you have. Timeline is very tight.

As an entrepreneur in the bouti...well-structured and contain all the necessary elements, including but not limited to executive summary, company description, market analysis, organization & management setup, product line, marketing & sales, and financial projections. Ideal Skills & Experience: - Proven track record in business plan writing - Knowledge or direct experience in boutique/retail industry - Understanding of both macro and micro market dynamics - Experience in structuring financial projections for businesses This business plan stands as the blueprint for our business operations and the document will likely be used to engage with future potential partners and stakeholders. The right candidate for this job will be able to articulate our vision and stra...

I am in need of a skillful audio engineer who can do a high-quality job in removing background noise and isolating the dialogue on an audio file. This task will specifically target an MP3 file. To produce a top-tier result, it is crucial that the freelancer assigned to this project has a wealth of experience dealing with similar ventures in the past. Proficiency showcased in their previous assignments would be indicative of their capability to fulfill this job. This is what I am looking for in my ideal freelancer: - Extensive experience in noise reduction and dialogue isolation - Capable of working efficiently with MP3 formatted files - High attention to detail - Ability to deliver the project in a timely manner If you can meet these requirements, I'd be gla...

I'm looking for a skilled designer and copywriter to enhance the look and description of the Saarey Music app store listing on Google Play Store. The current Store Listing Conversion Rate is 30%. The goal is to be >60%. See: The engaged freelancer must: - Enhance the existing app description with more captivating and engaging text which aligns well with the audience of South Asian classical music. - Create new, exciting promotional banners, graphics that illustrate the essence of Saarey Music and South Asian classical music. - Redesign the app screenshots, making them more attractive and appealing to capture the interest of potential users. - Make any other changes necessary to achieve the >60% conversion target

As a musician, I'm in search of a talented sound engineer with expertise in live sound reinforcement for an upcoming concert. The specifics of the project are: - Audience Size: The concert is expected to host less than 100 people, so we need someone who can ensure the sound is perfectly balanced and distributed for such a setting. Ideal candidates should have experience in working with live sound reinforcement, ideally in a concert setting. They should be able to bring the best out of the audio setup, making sure that the audience has an unforgettable experience. Your role will be crucial in ensuring that the music is well-received and enjoyed by all attendees.

This is a personal project questing for an adept software engineer or system administrator to create a multiboot machine. Ideally, this machine will be configured with both Windows 10 ISO and Ubuntu 22.04. However, instead of the conventional Grub, we will utilize the Burg Bootloader with the Metro theme. This is a technically demanding task requiring the following: - Profound knowledge in Operating System installations. - Expert ability to setup multiboot configurations. - Experience with the Burg Bootloader is highly desirable. - Familiarity with the Metro theme. The purpose of the multiboot configuration is to provide a platform where I can experiment with different operating systems. Please ensure the optimal setup is achieved such that I can independently manage the system ...

I'm in need of a Junior Full Stack Engineer who is proficient with Java, with beginner level experience. The primary task will be to work on implementing Go Live for an assigned project. Ideal skills for the job: - Understanding of Java programming language - Ability to work collaboratively on a team - JSON - XML - SQL - Data Mapping Some experience with project implementation is a plus. Dedicated beginners are also welcome to take their first steps in a real project.

...looking for a proficient developer who can add a page to my website that interfaces smoothly with my MySQL database. The website already has formatting etc, so I'm not looking for that. The database stores a variety of exercise data, and the webpage needs to display this data in an intuitive and user-friendly manner. Key webpage features include: - Display of exercise data: Each exercise's description and its difficulty level should be displayed. There's also a column in the database containing YouTube URL links, so another important feature the webpage needs is the ability to watch these exercise videos directly from the webpage. It is a simple database with only one table. - Users should be able to select the exercise they want from a drop-down list. They shou...

...to facilitate automation on Facebook Marketplace. The bot that I'm envisioning would need to perform the following tasks: - Can use multiple accounts, log into several accounts to enter automatic Facebook marketplace listings or Facebook group posts, logged in accounts are saved and can be opened without re-entering the password - Autopost Facebook Marketplace Create Product Title, product description, Product Category, Product Condition, location and product price range, Product Availability, Product Label / Keywords can be separated by commas, SKU Only We Can See. After inputting, you can automatically select a location, especially for the Indonesian region. - Can upload autoposts to Facebook Marketplace using multiple browsers at once - Can Autopost Facebook Marketplace ...

JOB PORTAL BUILD 1) I am building an online job search portal. I just purchased a stock Laravel job board software package and installed it on my VPS. The unfinished site is When built out it will have similar features to these 2 competitor sites- or 2) I need help building out and customizing It's built using Laravel 3) Other Minor Responsibilities- I also have an existing wordpress site installed on a VPS. Need some general help updating and maintaining this Other Notes: I had a developer that I used part time for 7 or 8 years. He got a full time job and is no longer with me. This project could be ongoing. I currently spend part of my time in USA and part time in Philippines

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I'm in need of an engineer to primarily focus on designing and analyzing a geothermal system for a building. Key Tasks: - Design and Analysis: You'll be tasked with designing the geothermal heating system for a building, and analyzing its effectiveness. Given that the project is at the construction stage, adherence to the project timeline and budget is essential. Current Stage: - The project is currently in the construction or execution stage. It is crucial that the engineer has experience working on geothermal projects at this stage. Specific Expertise: - Experience with geothermal heating systems for buildings is a must. The ideal candidate should have a proven track record of successfully implementing similar projects. Ideal Skills and Experience: - Proven e...

I'm looking for a certified electrical engineer to create DC Fast EV Charging Station design documents. The design will be site specific and should be tailored for installation in urban areas and commercial properties, and it should have a capacity above 150 kW. We have multiple sites across the US where we need designs. Key requirements: - Design a DC Fast EV Charging Station: The project calls for a full-fledged design of a DC Fast EV Charging Station. - Adaptation for urban areas and commercial properties: The station should be optimized for city settings as well as businesses. - High capacity: The charging station must support charging above 150 kW. Ideal skills for this project include: - Experience with EV charging station design - Knowledge of urban and commercial d...

Embedded Linux Engineer to assist in the creation of a kernel device tree for a custom board. You must expertise in embedded systems development, particularly in configuring and customizing Linux kernels and creating device trees. Please explain your relevant experience for this task in few sentences in your application.

I have a private football manager game online. Written in PHP and TWIG. The script has already been adapted to PHP 7 (from PHP 5). 1. Now it has been noticed that 1 function, 1 module does not work properly under PHP 7. This module needs to be adjusted. 2. I need a few minor adjustments and functions in the game and in the admin area. 3. Then ...area. 3. Then I would like to have a new module. A calendar where you can see the days and what matches you have on those days. (Read from the existing database and display). And with some functions. You have to know that every extension to this script will be written in modules. These are then copied into the directories and taken over by the main script. Who can help? Further information and sample images if you are interested and c...

Need a solution A barcode app to print and track our inventory. (Barcode&QR desirable)Online - Webbased. ProductCode/SupplierCode/Category/SubCategory/Batch/Colour/Size/Expiry/Selling PriceA/X/X/X/X/X/XX/XX/XXXX/XXXXXX.00Item description must print on the lable More details: We wish to use this app to count our inventory using bar code scanners Also when items are placed in a box to transfer between two shops, we need it to be able to use the scanner and count accuracy. Is this project for business or personal use? For an existing business What information should successful freelancers include in their application? Experience How soon do you need your project completed? ASAP

I'm in need of a comprehensive warehouse inventory replenishment tracking system for our Fastener drawer at Home Depot. The system should have a focus on reporting and ana...our data streams refresh every two weeks. and I will have two complete sets by then. After that, 30 days of testing, adds and changes, will follow. At this conceptual phase, it may not be a question of price, or product...... its probably going to be based on a simple reason to move forward ( like the developer has done it already with Home Depot, or a provided realistic not full functioning sample gets provided for assessment) Anything that has the name Crown Bolt 8979, a graph, a chart.... even done on the existing Ai created spreadsheet would be impressive to the stire lecel personel who will selec...

I am in need of a personal stylist to help with personal shopping and outfit coordination. This project is for a professional audience, so a keen eye for style and professionalism are key. Key Responsibilities: - Personal shopping: Finding affordable, professional attire that aligns with my personal style. - Outfit coordination: Suggesting stylish outf...outfit combinations for various occasions. Ideal Candidate: - Previous experience in personal shopping and outfit coordination. - A great understanding of professional dressing. - A good eye for style and current fashion trends. - Excellent communication skills and a professional demeanor. - Ability to work within a budget and find affordable options. Please provide your portfolio and a brief description of how you'd approac...

I need a comprehensive HTML/CSS solution for my report pages. it must be clean code with easy names class and id's not generated with ai Key R...id's not generated with ai Key Requirements: 5 pdf files not just this one . - Create inputs: I'm in need of a web developer to build inputs that can be used to create a real report. - Input types: The report inputs should include text, number, and date inputs, as well as checkboxes and tables. - Layout: The layout of the report pages should be exactly as shown in the sample page I will provide. Ideal skills for this job include: - Proficiency in HTML, CSS, and JavaScript. - Experience with form creation and layout design. - Attention to detail to ensure the layout is replicated accurately. i have x5 reports ne...

As the main driver of this project, I require a senior machine learning engineer who specializes in working on training Stable Diffusion models. The ideal candidate must have: The ultimate aim is superior task performance, specifically in the realm of Text2Image. We are aiming to improve our system’s capabilities and exceed our current benchmark. Your role will be pivotal in us achieving this. If you are confident in your ability to develop models that transform the performance capabilities of challenging Text2Image tasks, then I invite you to bid.

I need an eye-catching logo - ATTRACTIVE STYLE: The style should match the attached document description. Please ensure to capture the adjective described in the document. - TARGET AUDIENCE: Specifically designed to appeal business savvy persons. You'll need to have a keen sense of what this demographic tends to be attracted to. Desired Skills: - Experienced in logo design - Must have creativity and a keen eye to details. - Familiarity with the aesthetics and target demographic.

I'm seeking a talented video creator to produce 3 brief videos for a social media promotion. The ideal duration of each video should be around 30 seconds. Key requirements: - Video Duration: 30 seconds each - Total Videos: 3 - A sample video will be provided - Video should be animated character I'm looking to target the younger audience and garner their interest in the promotional content. The project is on a tight schedule, so I'm looking for a professional who can deliver these videos as soon as possible. Please keep in mind that the budget for this project is fixed, so no additional costs should be incurred. Ideal skills and experience: - Proven experience in creating engaging and professional social media video content - Ability to create concise and compe...

title: human trafficking on the dark web description - this is a research paper and i have some sources on how i am going to use it I i also write my introduction and below are the specific question on which my research is based • How do human traffickers utilize the dark web to conduct their activities? • What are the most common forms of human trafficking found on the dark web? • How do victims end up being trafficked on the dark web? • What measures are law enforcement agencies taking to combat human trafficking on the dark web? • How effective are current laws and regulations in preventing human trafficking on the dark web? this is how my paper starts A great chance to shine transformed into a living nightmare for one teenage model. Yes, you read ...

...and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' name, etc. • Take pictures of the subject company and its vicinity, as per Confirmis’ standard operating guidelines. • Provide observation about the company to gauge activeness, e.g., staff working at the premise, loading/unloading of goods, etc. REQUIREMENTS: • Must be living in (or nearby) Kepanjen, Malang • Has a camera or phone/tablet of quality with a camera, internet access Please see the attached file for the site visit guideline. You are only required to deliver the pictures, video & observations and are not expected to put togethe...

...accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' name, etc. • Take pictures of the subject company and its vicinity, as per Confirmis’ standard operating guidelines. • Provide observation about the company to gauge activeness, e.g., staff working at the premise, loading/unloading of goods, etc. REQUIREMENTS: • Must be living in (or nearby) San Fabian, Pangasinan, Philippines • Has a camera or phone/tablet of quality with a camera, internet access Please see the attached file for the site visit guideline. You are only required to deliver the pictures, video & observations and are not expected...

We need to create a plugin that will handle the matching of products with the specific types of cars. The types of cars are actually the combination of the following data: CarTypeId - Maker - Model - Year - Ro...plugin should implement the following: DATA Import: A way to import data from Excel file (example file attached). The import file might contain data for many SKUs and should overwrite the data of every specific SKU. As a result all the matching of Cars to SKUs is actually done in the Excel file. Products Filtering: Ability to filter the products that are matched to cars according to the cars (sample image attached). To make things easier, the filtering of the products could be enabled only for specific categories of products and be presented only on pages of these product c...

We are urgently developing a comprehensive marketing analytics tool designed to integrate data from various advertising platforms, website activity, CRM, and Marketing Automation Platforms (MAP) to provide a unified view of marketing performance. We require a highly skilled and efficient Data Engineer or Architect who can handle data export processes, model and create tables and entity relationships, and develop an efficient and scalable database within a tight one-month deadline. ### Responsibilities: - Data Integration: connect and streamline data from multiple sources including ad platforms (like Google Ads, Facebook), website analytics tools (e.g., Google Analytics), CRM systems (e.g., Salesforce), and MAPs (e.g., HubSpot). - **Accelerated Database Design:** Design and implemen...

As an important player in the pharmaceutical industry, we are seeking an efficient and resourceful AI/ML engineer who can harbour their expertise in enhancing our cold chain operations. The specific responsibilities will include: - Conducting meticulous data analysis and modeling - Developing precise and efficient AI algorithms - Integrating existing systems with developed ML models Our project predominantly concentrates on temperature-sensitive medications, which adds a layer of vitality to the precision and accuracy of our operations. Hence, the ideal candidate should have a background in pharmaceutical logistics or healthcare and a solid command over machine learning algorithms. With the potential of AI/ML, we aim to escalate the accuracy in the tracking of our shipments which...

We need an online Virtual assistant to help us with our company tasks such as social media posts, research data entry etc... The tasks are very simple, however, this will be ongoing, daily work for the foreseeable future. Must be reliable and consistent in order to be successful in this role.

I'm looking for an experienced QA Automation Engineer for solving some issues we have in a complex Jmeter script which we are using in our performance/load tests. This is a 1 week job at most and payment will be fixed at $500. Our JMeter script is not a simple one, so if you are not a real expert in JMeter please do not apply. You will fail to do the project. If you are an expert using JMeter for really complex projects, please apply by simply answering the below questions: 1- Tell us why you consider yourself a JMeter expert. 2- What were the most complex 2 projects that you did JMeter tests for and what made them complex. Please type "I can do it" at top of your reply so that I know you actually read the description.

...conditional aspects of the process, for example if there are any stages of the process where resources only become available once the previous sample has been processed. c. Second, write out the relevant equations associated with each step of the process, and construct a formula for the overall time in system. d. Use relevant notation and write out equations using Equation Editor in Word. e. Note – the rule of thumb is that any reader can pick up your report and replicate your results by following the methods. 2. Use mean values of each parameter to construct an “average” solution. a. Unit of interest – a DNA sample collected by a CSI. That is, each sample must be modelled individually. b. Assume both CSI and forensics lab operations work 24...

...details before you bid Kindly bid if you are experienced in image editing...set in pixel -900 X 700+save to .png format and webp format The sample of the requirement is attached for your reference.... your quote will be considered for 1000 products images. All the images is for grocery shop 1) All products should be cropped individually from the brochure or image or website link, The same shall be shared to you as per the required data. Any visible imperfections need to be painstakingly cleared off. Each picture will have to be improved in terms of lighting and contrast to make it more visually appealing. 2) the Size of the image should be 900 X 700 (Sample attached for your reference) 3) No Duplicates images should be created even if the brochure /excel or images (prov...