Videet Parekh Email & Phone Number

New York, United States

Princeton, New Jersey, United States

• Lead engineering efforts on two commercially available ML Ops products.
• Designed and built an easy-deploy edge ML inference service to benchmark diverse models/datasets across edge-device farms.
• Built a comprehensive Test & Evaluation tool streamlining ML testing pipelines, providing upto 70% greater efficiency in on-prem testing for multiple Fortune 500 companies.
• Maintaining and deploying a collection of core APIs for ML quantization and optimization, compilation, and orchestration.
• Managing SDK containerization via Docker and deployment with Atlassian Bamboo.
• Maintaining robust, fully automated CI/CD pipelines for seamless code deployment, leveraging Atlassian Bamboo and Gitlab. These pipelines expedited the development process, ensuring efficient and error-free software.

Princeton, NJ

• Trained and deployed popular DL Models (MobileNet, Yolov5, etc.) for product demos on edge and web devices.
• Created toolchains to orchestrate model quantization, optimization and deployment to browsers via WebAssembly.

Greater New York City Area

• Organizing Office Hours and holding revision sessions for graduate students.
• Grading assignments, conducting code reviews and supporting midterm and final tests.

New York City

• Designed data preprocessing and trend analysis pipelines on oil desulphurization data, unveiling valuable insights and identifying cyclic patterns within dataset. These findings empowered model discovery and training.
• Developed a Serverless REST API using Node.js and AWS services for an MVP of a data collection pipeline for model training.
• Designed automated deployment tools, reducing the time to create ML training infrastructure stacks by up to 30%.

New York City

• Designed a seminar series with leading innovators in Modern AI and curating a reading group on Machine Learning research.
• Reported on industry research and discussing applications of ML technology on NYU’s media blog.

New York City

• Crafted a web-scraper and feature extractor for StarCraft II replay data and game map data; scraped and parsed 10k replays, 20+ maps.
• Brainstormed and worked on a neural network to extract features from map and replay data, and label maps by predicted outcome.

Mumbai Area, India

• Advised clients on Information Security strategy, supported launch of $10m business initiative on upgrade of tax software.
• Worked with global teams to upgrade client processes in accordance with a new Indian tax code, 65% customer success and conversion.

Mumbai Area, India

• Boosted an internal productivity software, improving accountability and performance by 37% by introducing milestones.
• Deployed a chatbot using to interact with job candidates, collate information and organize meetings with HR.

Mumbai Area, India

• Developed stacked applications in SQL Server, C#, JS and HTML for internal use;
• Designed Inventory systems to maintain details of client projects and files and to document all the applications, software and frameworks in use or archived at Edelweiss;
• Redesigned the Edelweiss Annual Report micro-site.Challenges faced: Integrating the various stacks of an application for effective functioning.

Master Of Science - Ms, Computer Science, 3.61

Relevant Coursework: Artificial Intelligence, Philosophical and Societal Implications of AI, Introduction to Java, Machine Learning, Big.

Bachelor Of Technology (B.Tech.), Computer Engineering, 3.12

Activities and Societies: Jt. Director General, Mumbai Model United Nations 2016