# Jai Singh > SWE @ Oracle | UC Berkeley CS Location: San Francisco, California, United States Profile: https://flows.cv/jaisingh Building software and communities ## Work Experience ### Software Engineer @ Oracle Jan 2024 – Present | San Francisco Bay Area Working on Oracle's General Ledger AI agent team, building AI agents and NLP systems shipping to real customers — the product was showcased at Oracle CloudWorld. Built a multi-agent system for natural language budget transfers grounded in internal compliance and policy documents; finalist at Oracle's company-wide Gen AI hackathon. Designed and built an internal platform for automated agent testing and evaluation — covering eval pipelines, prompt improvement workflows, and guardrail enforcement — now used across multiple teams to ship agents faster with higher reliability. Designed hierarchical SQL views and optimized query performance for enterprise-scale financial reporting. ### Software Engineer Intern @ Working Trees Jan 2024 – Jan 2024 Stanford StartX program. Worked directly with professors and environmental scientists, applying their published research to build production ML pipelines for reconstructing 3D tree models from single images. Used reinforcement learning to fine-tune SAM and Depth Anything for our specific use cases, optimizing for lower-end mobile devices and cutting compute time by 50% so customers with basic smartphones could generate accurate models. Developed and validated original video-to-3D algorithms achieving 95%+ scale accuracy using Neural Radiance Fields (NeRF) and Gaussian Splatting to produce detailed 3D point clouds. ### Founder & President @ Tiny Dorm Jan 2022 – Jan 2024 | Berkeley, California, United States Built a student music community at Berkeley that got big enough for NPR's Tiny Desk to send us a cease and desist. Over two years, it grew into having 500+ attendees per semester across concerts, jam sessions, open mics and more. ### Education Lead @ Project RISHI Jan 2021 – Jan 2024 | Berkeley, California, United States Sustainable development in rural India → https://www.ucbprojectrishi.org/donate. Led the education arm of Project RISHI's Berkeley chapter for 3+ years, working to improve learning conditions and opportunities for students in Bharog Baneri, India. Organized career panels, coordinated infrastructure improvements including 40+ desks, bathroom renovations, and water filtration for the local school, and ran focus groups and student shadowing to shape future projects. ### Undergraduate Researcher @ University of California, Berkeley Jan 2023 – Jan 2023 | Berkeley, California, United States Built unsupervised ML systems for music source separation using Variational Autoencoders and Non-Negative Autoencoders. Separately built a composable VR/AR environment on Meta Quest using Unity and C#, integrating generative music techniques for interactive spatial audio experiences. ### Software Engineering Intern @ Onward Jan 2023 – Jan 2023 • 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 intervention by more than 50% • 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 employee transition process ### Software Engineer Intern @ First Republic Bank Jan 2022 – Jan 2022 | 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 rollout and ability to cater to different user levels • 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 ### Technical & Software Consultant @ Ferrari Jan 2021 – Jan 2022 | 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 predicting customer preferences ### Software Engineer Intern @ FERO.Ai Jan 2021 – Jan 2021 | 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 ### Software Engineer Intern @ FERO.Ai Jan 2019 – Jan 2019 | 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 ### Product & Technology Intern @ Hewlett Packard Enterprise Jan 2018 – Jan 2018 | 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 ## Education ### Computer Science University of California, Berkeley ### International Baccalaureate Wellington International School ## Contact & Social - LinkedIn: https://linkedin.com/in/-jaisingh - Portfolio: https://jais.info --- Source: https://flows.cv/jaisingh JSON Resume: https://flows.cv/jaisingh/resume.json Last updated: 2026-03-29