Hey there! I'm Aditya Dey 👋
AI/ML Engineer, Backend Developer from Kolkata, India.
RAG, LLMs, production pipelines, and platform-level automation.
- Policy Recommendation System — RAG-driven personalization for an Australian insurance provider (11,000+ policies).
- Database Chatbot — Enterprise LLM chatbot over legacy MySQL (110+ tables).
- Cheater Detection — LSTM behavioral model for a proctoring platform.
- Content Generation System — Automated news + assets pipeline.
- Lead Gen Automation — Apify + n8n for Google Maps scraping & enrichment.
- AWS Assistant Agent — Strand Agents SDK + Bedrock AgentCore for infra ops.
- CloudWatch Alarms Automation — LangGraph L1 diagnostics + ticketing.
- Virtual Interview & Resume Analyzer — LLM-based interviewer & scoring.
- Video Generation System — 2-min summary videos with TTS.
- Terraform Automation Bot — Auto-generate TF modules from repos.
- Voice Assistant — Real-time voice + contextual file querying.
- Sentiment Analytics Engine — BERT on Maps reviews; Apify scrapers.
- Financial Insights Agent — Yahoo Finance + vector DBs + LLM reasoning.
- AWS Certified Machine Learning Engineer Associate (Early Adopter) — Dec 2024
- AWS Certified AI Practitioner (Early Adopter) — Sep 2024
- AWS Certified Cloud Practitioner — Feb 2024
- MongoDB SI Associate — Sep 2025
Credits: TanZng · zmcx16 · zjayers
Last Edited on: 03/11/2025