Jai Singh Email & Phone Number

San Francisco Bay Area

• Collaborated with environmental scientists and researchers to innovate methods for recreating trees from singular images using Python and Swift, leveraging modern machine learning and computer vision techniques
• Fine-tuned image segmentation & monocular depth models for trees, improving identification & reducing compute time by half
• Developed & scientifically tested original video-to-3D model algorithms, achieving over 95% scale accuracy, and utilized techniques such as Neural Radiance Fields (NeRF) and Gaussian Splatting for visualizations.

Berkeley, California, United States

Berkeley, California, United States

• Created Python programs for sound source separation for music with unsupervised machine learning algorithms, employing approaches such as Variational Autoencoders (VAEs) and Non-Negative Autoencoders (NAEs) to.
• Employing C# & Unity to create programs exploring the Meta Quest environment to build a composable VR/AR space that is paired with generative music techniques for an interactive experience

• Leveraged Atlassian Forge CLI, Docker, Node.js etc. to develop custom Jira Apps for automating onboarding and offboarding services, resulting in a streamlined HR workflow that enhanced user experience & reduced manual.
• Utilized Postman’s testing/mock server abilities to support CI/CD, resulting in stable releases & higher confidence for deployment
• Integrated external APIs such as Greenhouse and Workday to simplify processes such as hiring, termination, stock grants etc. with comprehensive features like background checks & surveying to enhance the overall.

San Francisco, California, United States

• Implemented end-to-end functionality of a tool enabling Feature Level Entitlement across all platforms, reducing the time to deploy new features from 2 weeks to less than an hour; significantly accelerating feature.
• Solely developed with Node JS a RESTful API that dealt with Microsoft SQL Server to customize user experience for 500,000+ users
• Designed wireframes with Figma & built Next JS/React JS apps that used my microservices after deploying on Jenkins/OpenShift
• Applied agile methodology with Jira to ensure target/stretch goals were fulfilled with unit testing & comprehensive documentation

Berkeley, California, United States

• Consultant along with Seedbase Consulting:
• Analyzed millions of sales data points to determine best customization options of cars and their performance in the secondhand market
• Developed a program using Python, Pandas & Sk-Learn to create various machine learning models resulting in actionable insights, such as 30% reduction in excess inventory and achieving an accuracy rate of 97% in.

Dubai, United Arab Emirates

• Constructed multiple API’s utilizing Here Maps API, FastAPI & JavaScript that assisted with fleet management
• Utilized Redis & Celery to add asynchronous task queuing and caching to existing APIs reducing user wait time by ~200%
• Benchmarked different query implementations & indexing configurations to improve the data architecture in PostgreSQL by 9% for large-scale read/write operations

Dubai, United Arab Emirates

• Aided in migrating the back-end infrastructure from MongoDB to PostgreSQL to improve scalability
• Developed a critical module of a voice assistant in Python that allowed all users to create freight shipping orders through the IVA
• Used Django & Dialogflow to build a user-facing tutorial and displayed how to use key features of the product
• Conducted copywriting to revise the flow process of the virtual assistant to improve user experience

Dubai, United Arab Emirates

• Built low-scale MVPs about the implementation of weight sensor-controlled traffic lights and their optimization
• Collaborated with interdisciplinary teams to develop security-safe solutions to large-scale IoT infrastructures
• Presented deliverables on public safety implementation designs within the Smart City project

Computer Science, 3.9/4.0

• Coursework – Computer Vision, Machine Learning, Databases, Computer Security, Efficient Algorithms & Intractable Problems, Artificial.

International Baccalaureate

IB Points: 45/45 Computer Science HL: 7 | Mathematics HL: 7 | Physics HL: 7 | Business HL: 7 | English SL: 7 | Spanish SL: 7