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Hey there! I'm Aditya Dey 👋
AI/ML Engineer, Backend Developer from Kolkata, India.

Light bonfire — click to open

🔥 B O N F I R E   L I T ! 🔥

           

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🔮 About Me

AI/ML Engineer and Python Developer with 2 years of experience in backend development, cloud platforms, and scalable AI systems. Skilled in building production-grade solutions integrating LLMs, RAG pipelines, and multi-agent systems. Passionate about delivering business-impacting AI innovations.

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🚀 Projects & Case Studies

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.

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⚙️ AI / ML

💻 Backend & APIs

🗄️ Databases & Vector Stores

☁️ Cloud & DevOps

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🪙 Certifications

• 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

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🏆 GitHub Highlights

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Credits: TanZng · zmcx16 · zjayers
Last Edited on: 03/11/2025