01PROJECTS

Things I've
built.

A short list, on purpose — projects picked because they made me solve something genuinely difficult, not because they fill space.

03 PROJECTS SHIPPED

Python · Google ADK · Gemini · scikit-learn · Contextual bandits · MCP · LangChain · sentence-transformers · FAISS · Chroma · RAG · LLMs · Vector DB · Django · Docker · Bootstrap · GitHub Actions

012026IN DEVELOPMENT

RecoverRL

FAILURE → FEATURES → LEARNED POLICY → VERIFY

Agents that learn how to recover: when a tool call or multi-step workflow fails, a learned policy picks the right recovery strategy instead of blindly retrying.

PythonGoogle ADKGeminiscikit-learnContextual bandits
022026

ReMem

ADD → SEARCH → ACT → FEEDBACK → LEARN

Memory for AI agents that learns from outcomes which memories actually help — it retires outdated facts, demotes useless look-alikes, and fits a token budget.

PythonMCPLangChainsentence-transformersFAISSChroma
042026

URL Shortener

URL → HASH → DATABASE → REDIRECT

A small, properly engineered technical artifact — a URL shortener built with a real CI/CD pipeline, not just a script.

PythonDjangoDockerBootstrapGitHub Actions