I build AI systems that connect models, APIs, data workflows, and usable product interfaces.
My work sits at the intersection of AI engineering, backend systems, automation, and applied machine learning.
I started with software and web development, then moved toward ML pipelines, LLM-powered workflows, model-backed APIs, and human-in-the-loop automation. That path matters because I do not treat AI as a notebook-only skill. I care about systems that can be tested, reviewed, deployed, and used.
builder = {
"core": ["Python", "FastAPI", "PyTorch", "Scikit-learn", "SQL"],
"ai_systems": ["LLM workflows", "automation agents", "model-backed APIs"],
"product_layer": ["Next.js", "React", "TypeScript", "PostgreSQL"],
"direction": "AI systems that detect, automate, and scale practical workflows"
}| Project | What it shows | Stack |
|---|---|---|
| DocuSync | AI documentation automation for engineering teams, with GitHub PR webhooks, Notion sync, LLM drafting, and human review. | FastAPI, Python, Next.js, PostgreSQL, Gemini, Notion API |
| VibeStream | AI content strategist that analyzes video, finds high-signal moments, and generates thumbnail/caption ideas. | TypeScript, React, Vite, Gemini, Imagen |
| PIGEON Reproduction | Research implementation for image geolocation using visual embeddings and geographic structure. | Python, CLIP, ViT-B/32, S2 Geometry |
| Customer Behavior Profiling | Fraud and anomaly-detection system with preprocessing, behavior profiles, model experiments, evaluation, and tests. | Python, Pandas, Scikit-learn, Streamlit, Pytest |
| Fraud Detection ML Pipeline | ML pipeline for imbalanced fraud classification and evaluation. | Python, Scikit-learn, SMOTE, Random Forest |
Private/industry work includes CAD automation for standard-part drawing workflows using C#, WinForms, and the SolidWorks API.
| Area | Repositories |
|---|---|
| AI automation | docusync, gemini-vibestream |
| ML systems | customer-behavior-profiling, fraud-detection-ml-pipeline, PIGEON_Reproduction |
| Software foundation | Private-Freelance-Marketplace-SaaS, pyqt5-image-editor-opencv |
| Earlier web work | React, HTML/CSS, landing pages, and frontend practice kept as foundation evidence |
AI engineering roles, automation projects, backend API work, ML/data systems, and contract builds around practical AI tools.

