I build production-grade AI systems that solve real operational problems.
Not demos.
Not toy notebooks.
Actual products.
My focus is turning messy workflows into automated, intelligent pipelines using:
- LLM agents
- Retrieval systems
- API-first backends
- Workflow automation
I care deeply about:
→ reliability
→ observability
→ real users
→ real impact
- CrewAI / LangGraph orchestration
- Tool-using agents (web, APIs, files)
- Evidence-backed reporting pipelines
- Autonomous research + summarization flows
- n8n + Python agents
- Lead scoring & enrichment
- CRM sync
- Social DM automation
- Business workflow orchestration
- OpenCV preprocessing
- Perspective correction
- Structured JSON extraction
- FastAPI backends
- Real-world document pipelines
- Vector search (FAISS / Chroma)
- API-first retrieval
- Long-context pipelines
- Practical production architectures
AI agents that convert noisy headlines into evidence-backed daily briefings
Agents:
- Collector → fetches & deduplicates news
- Analyst → sentiment + risk + impact
- Reporter → produces markdown + PDF reports
Features:
- Source scoring
- Deduplication
- Risk tagging
- Automated briefings
- Streamlit dashboard
- CrewAI orchestration
Status: Active development
Production automation agent that:
- Handles Instagram DMs
- Scores inbound leads
- Sends dynamic pricing
- Maintains conversation memory
- Used by real clients
FastAPI + OpenCV pipeline that:
- Fixes perspective distortion
- Handles low-light images
- Detects answer bubbles
- Outputs structured JSON
Built for mobile-first exam processing.
- Multi-agent product architectures
- Tool-using LLM systems
- Automation-first SaaS
- AI orchestration
- Real-world ML pipelines
LLMs / Agents CrewAI, LangChain, LangGraph, OpenAI API
Backend Python, FastAPI, REST APIs
Automation n8n, webhooks, async workflows
ML / CV OpenCV, NLP pipelines, scikit-learn
Infra Docker, Linux, Git
UI Streamlit (light), React (light)
Anyone can write code.
Shipping systems that replace manual labor
is what actually matters.
“I build AI systems that solve real problems.”