Production applications spanning ML research, quantum computing, and education technology.
Custom language model trained from scratch to explain quantum computing concepts. Tripled accuracy through 480 systematic experiments testing different model architectures and configurations. 76% of users learned something new, 92% found explanations clear, and 62% preferred it over textbooks or ChatGPT.
Zero downtime over 6 months. Sub-second inference. Infrastructure under $5/month.
Interactive simulator for quantum gate operations that generates measurement outcomes with realistic probability distributions. Designed to help users understand quantum computing fundamentals. Doubled user knowledge scores: comprehension jumped from 12% to 78%. 88% of users said they would use it again.
Cloud-native deployment. Zero downtime over 3 months. Sub-100ms API response. 4.4/5 user rating.
Scalable web application serving 304 questions across 19 topics for Software Engineering students. Users averaged 86% on the final exam vs 72% class average, with 40% less study time than non-users. Adopted across multiple terms by student request.
Zero downtime. Shipped in 2 weeks. Reported bugs fixed within 24 hours.
Python, SQL, C/C++, JavaScript
PyTorch, Hugging Face, scikit-learn, NumPy, Pandas, LLM development, RAG
AWS, Docker, REST APIs, PostgreSQL, CI/CD, Linux
AWS Solutions Architect