Building observability, monitoring, and evaluation tooling and infrastructure.Building simulation-driven alignment software for iterating faster on LLM agents.

Worked on various initiatives to fortify market understanding and test ideas- Built and benchmarked efficient agents, RAG, and prompt evaluators in CTO's office at a seed startup- Consulted VP at Series B company to build SaaS platform to evaluate and finetune LLM-based document interpretation- Researched mech interpretability and knowledge distillation on open source LLMs at UCI’s Transformers Lab- Explored the use of LLMs for screening experts and analyzing qualitative research data with a design partner- Created virtual hospital infra to treat 1000s of civilians using agents for triaging and medicine logistics for a UN-backed NGO- Founded an LLM chatbot improve mental health using neuroscience principles. Interviewed with YC but didn't pursue.- Worked with Microsoft Azure for 6 months part-time to develop software solution to improve control, visibility, and predictability in enterprise HPC workloads for SPICE simulations. Project Lead in team of 3 UCI grad students.

- Solo backpacked Europe and Turkey, staying in hostels across 15 cities- Ran with the bulls in Pamplona, Spain

- Architected and built custodial NFT wallets for Nike’s Swoosh wallet, resulting in the creation of 300K new wallets- Led the EVM Team to integrate Avalanche, Polygon, BSC into hot/cold wallets enabling AUC to increase by billions- Spearheaded the onboarding of Avalanche’s UTXO-based P-chain to enable staking, leading to millions in revenue- Led the onboarding of ECDSA-based blockchains to Threshold Signature Scheme, an MPC scheme for sharded keypairs- Directly managed a team of 4 fulltime engineers and 3 contractors, reviewed design documents, managed projects- Developed new features for WBTC tokenization engine, including its indexing and notification services- Maintained node infra, implemented indexing strategies, implemented fullstack transaction building for various blockchains- Developed various internal tooling, spoke to customers about bugs, worked in Blockchain Integration, EVM, Custody teams

- Constructed FlowControl, an AWS Fargate service to prevent supply-chain bottlenecks by controlling package flow - Boosted computational efficiency by simulating mock package traffic and load tests to identify process pain points - Minimized DAO-layer latency by remodeling DynamoDB schema to Kinesis streams instead of transactions- Identified a horizontal scaling solution for asynchronous SQS polling and SNS topics to expand service availability- Engineered serverless Lambda app using multithreading to reconcile stale entries, increasing WIP accuracy- Deployed load testing service to production for the new Amazon Fulfillment Engine initiative in the Operations org

- Developed LaborOptimization, an API service to automate warehouse staffing to reduce time for fulfilling orders- Built a Spring Boot application to generate optimal labor placements to maximize package throughput

- Conceptualized and prototyped a Hyperledger platform to reduce health insurance claim lifecycle duration by 30%- Devised a consensus protocol between patients, payors, and providers to administrative costs by 20%- Complied with regulatory frameworks like HIPAA to enhance trust and transparency among network participants

- Engineered a Python website integrated with HubSpot to prioritize incoming leads leveraging machine learning- Increased lead conversion rate by 5% by modeling a TensorFlow classifier to identify Market or Sales Qualified leads- Researched Random Forests and NLP to interpret model predictions to assist business generation team

- Developed Cryptech, a blockchain application to increase integrity and auditability of real estate transactions to 100%- Designed cryptographic tools to allow notaries to sign identities digitally by creating self-evident zero-knowledge proofs- Deployed as a Django REST API on AWS ECS and leveraging AWS Encryption SDK for devOps and Bitcoin blockchain

- Developed BAT, an Ethereum attention-based token to decentralize the ad industry- Worked with an Infura stack with Truffle and EthJS for orchestrating Ethereum dApp and tested using TestRPC- Participated in BAT audits and hackathons

- Built a waterproof device to help doctors monitor ICU patients by providing real-time patient data- RaspberryPi app pushes data to Postgres database, visualization and analytics using Django website- Conducted clinical trials at Columbia Medical Center