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SCU B.S. CS '27 // ML Systems & Autonomous Agents
i am a computer science student at santa clara university (b.s. '27) focusing on machine learning systems, autonomous agents, and high-performance computing.
currently, i am a campus strategist at perplexity, driving referral campaigns and AI-search workflows. recently, my team won 2nd place at the snowflake hackathon for toolforge and an honorable mention at the openai x modal hackathon for rustforge.
i am passionate about building agentic frameworks, fine-tuning LLMs, self-evolving systems, and optimizing GPU inference pipelines.
campus strategist : santa clara, ca
technology intern : remote
langchain / crewai : composio : snowflake : openai embeddings
built a self-extending agent system that generates, validates, and persists reusable tools. features a 5-agent CrewAI pipeline, snowflake vector registry with 1536-D embeddings, and composio remote workbench sandboxing with AST import filtering.
python : rust : langchain : modal : pyo3 : hypothesis
engineered an autoresearch system spawning 50 parallel LLM agents per round to rewrite slow python functions into rust via PyO3 across modal serverless containers. achieved a 446–548x speedup on a 1M-element baseline with property fuzzing verification.
react : tensorflow : opencv : aws lambda + efs
fine-tuned a vision transformer on 10k clips via tensorflow (23% higher F1 than C3D) to detect optimal cut points. deployed as a GPU-backed microservice on AWS Lambda delivering sub-250ms inference on 1080p footage.
Python, C++, Java, JavaScript (ES6+), HTML5, CSS3, Lua
NLP, Computer Vision, Transformers, LLM Finetuning, RL, RAG, Vector DBs
PyTorch, TensorFlow, OpenCV, NumPy, Pandas, FastAPI, React
AWS, Modal, Unsloth, Hugging Face, Docker, Agentic Frameworks, vLLM