Projects
Live from GitHub — all my public repositories across applied machine learning, generative AI, data science, and full-stack development. Updates automatically whenever I push new work.
13 public repositories · auto-refreshed every 24 hours
AdvocateAI
RAG-powered legal matching platform — semantic search with vector embeddings (FAISS/Qdrant), LLM-assisted recommendations, FastAPI backend, and Flutter frontend. Backend on Render, frontend on Cloudflare Pages.
Smart CSV Toolkit
Streamlit app for LLM-assisted CSV cleaning, metadata inference, and multi-file merging, with guided decision-tree workflows.
Geospatial
PyTorch + FastAPI platform for satellite imagery and LiDAR: classification, anomaly/change detection, tree segmentation.
Insightdesk Ai
AI-powered helpdesk platform: ticket classification, RAG retrieval, anomaly detection & model monitoring. FastAPI + React.
Autoencoder Optimization Anomaly Detection
Convolutional autoencoder-based anomaly detection vs shallow baselines — IEEE IJCNN 2024. Live demo on HuggingFace Spaces.
AirKube
MLOps platform: LangGraph agent (OpenRouter/GLM-4.6), Neo4j knowledge graph, FastAPI inference, Airflow pipelines, Datadog.
Ab Lab
Python A/B testing toolkit + Streamlit app: sample-size/power calcs, frequentist & Bayesian inference, CUPED, guardrails.
Graphrag Lab
GraphRAG knowledge graph for automotive ADAS parking requirements (SAE L2, ISO 26262) with Neo4j + Cypher console. FastAPI + React.
EDA Hypothesis Regression
Three R projects: EDA, hypothesis testing on smoking & birth weight, and linear regression on Seoul bike-sharing demand.
Microscopy Active Learning
Self-supervised embeddings + active learning on synthetic microstructures, with scale/instrument shift evaluation (prototype)
Spec2program
LLM-generated vehicle commissioning programs (UDS/BOM/config), validated by a rule-based checker and scheduled for cycle time.
Geniebot
RAG + vision Telegram bot: document Q&A and image captioning via OpenRouter free-tier LLMs, with SQLite vector storage.
Jobpilot
AI-powered job tracker with a Chrome extension, Gmail/Telegram notifications, ATS CV generation, and AI suitability scoring.