AI Engineer @ Allied Bank · Co-Founder @ Advenno
I build production AI systems for banking and business operations — document intelligence, RAG pipelines, transaction reconciliation, lead generation, and computer vision. Focused on work that runs in production and creates measurable ROI, not demos.
Allied Bank Limited (Aug 2025 – present)
- ABL Muawin — Internal RAG knowledge system on ChromaDB + DeepSeek R1, enabling staff to query policy documents and SOPs in natural language
- DOC AI — Automated extraction pipeline for Letters of Credit: field detection, classification, and validation using DocTR + Mistral-7B
Advenno — AI automation studio · Co-Founder (Jul 2024 – present) Building production tools for banking operations, manufacturing intelligence, and export market research. advenno.com
| Project | What it does | Result |
|---|---|---|
| Exporter Lead Generator AI | Researches 40+ B2B platforms + customs data, scores leads with GPT-4o, drafts personalized outreach | 217 leads · 26 countries · under $2 in API cost |
| EJ Rolls — ATM Reconciliation | Parses ATM EJ logs, reconciles against the GL, flags every mismatch | Cuts reconciliation from days to minutes |
| Doctern — Document OCR AI | Structured data and table extraction from PDFs, scans, and images | Handles arbitrary layouts without templates |
| SmartRetriever — RAG Search | Hybrid vector + keyword search over large document collections with sourced reports | Deployed for internal document retrieval |
| AI Video Factory | Topic to script to voice to published video, fully automated | Zero manual steps in the pipeline |
Python · FastAPI · Flask · LangChain · ChromaDB · OpenAI · DeepSeek R1 · Mistral-7B · DocTR · PyTorch · OpenCV · SQLite · Playwright · Apify
Programmers Force (Jul – Aug 2025) — Computer vision: deepfake video detection, face anti-spoofing and liveness detection, Brazilian national ID OCR, eMRTD biometric verification
Full-time remote · AI Engineering · Document Intelligence · LLM and RAG Systems · US and Canada preferred