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Sailing in the right direction
  • MetLife
  • Noida
  • 03:18 (UTC +05:30)

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aadi611/README.md

πŸ‘‹ Hi, I'm Aadityan Gupta

Sr. Associate - Technology Services @ MetLife | ML Engineer | Agentic AI Specialist


πŸš€ About Me

Data Scientist and ML Engineer passionate about building scalable AI/ML systems that drive real business impact. I specialize in Agentic AI, LLM applications, and enterprise automation using cutting-edge technologies like LangChain, LangGraph, and modern ML frameworks.

Current Focus: Building intelligent automation solutions and LLM-powered applications at MetLife, achieving accuracy improvements and 97% time reductions in policy processing workflows.


πŸ’Ό Professional Experience

🏒 MetLife β€” Sr. Associate - Technology Services

Apr 2025 – Present | Noida, India

  • πŸ“ˆ Improved policy extraction accuracy from 84% β†’ 94% using LangChain & LangGraph pipelines
  • πŸ’¬ Built a company-agnostic AI chatbot platform with in-memory retrieval and document upload + semantic search support
  • πŸ–₯️ Developed & deployed production frontend features for the endorsement application used by internal teams s
  • 🦷 Worked on development for agentic underwriting workflow (Brazil Dental) to automate shared mailbox ingestion, text extraction, and backend processing β†’ PEGA quotation pipeline
  • ☁️ Working with Azure ecosystem services including Azure OpenAI, AI Search, and Storage for scalable AI deployments

πŸ”§ Xoriant Solutions β€” ML Engineer Intern

Jan – Apr 2025 | Pune, India

  • 🎯 Built predictive maintenance model with 87% accuracy on 43k+ IoT sensor data points
  • πŸ“Š Reduced equipment downtime by 15-20% through proactive anomaly detection
  • πŸš€ Deployed CI/CD pipeline on Azure for automated model updates
  • πŸ“ˆ Created real-time dashboards using Plotly/Python for operational interventions

πŸ€– Technavia India Pvt. Ltd β€” Robotics Intern

May – Jul 2023 | Gurugram, India

  • βš™οΈ Designed PLC/HMI-driven robotic systems with integrated servo controls
  • πŸ“ Authored comprehensive deployment documentation for industrial automation
  • πŸ”Œ Implemented control systems for production-grade robotic applications

πŸŽ“ Education

Shiv Nadar Institute of Eminence | 2021 – 2025
B.Tech in Electronics and Communication Engineering
Specialization: Electric Vehicles


πŸ› οΈ Tech Stack

Languages & Frameworks

Python β€’ SQL β€’ C β€’ HTML/CSS β€’ MATLAB β€’ PyTorch β€’ TensorFlow β€’ FastAPI β€’ LangChain β€’ Transformers β€’ OpenCV

Cloud & DevOps

Docker β€’ Kubernetes β€’ Azure β€’ Supabase β€’ Upstash β€’ GitHub Actions

Specialized Tools

CUDA β€’ ChromaDB β€’ SQLite β€’ Plotly β€’ Streamlit


🌟 Featured Projects

πŸŽ™οΈ Voice-to-Image AI App (In Progress)

AI-powered multimodal application with voice-to-image generation capabilities

  • Tech: FastAPI, LangChain, Whisper, Imagen4/DALLΒ·E3, ChromaDB
  • Features: JWT authentication, responsive UI, vector storage
  • πŸ”— GitHub

πŸ€– Personal AI Chatbot

Resume-trained intelligent agent for portfolio demonstrations and interview preparation

  • Tech: LangChain, ChromaDB, RAG pipeline
  • Use Case: Automated portfolio walkthroughs and Q&A sessions

πŸ“Š AI Job Application Tracker

Intelligent job tracking system with automated email parsing and status management

  • Tech: Gmail API, LinkedIn API, Python, Excel automation
  • Features: Application extraction, status tracking, follow-up reminders
  • πŸ”— GitHub

πŸ“ˆ Stock Market Analysis Platform

AI-driven financial analysis tool with comprehensive valuation models

  • Tech: Streamlit, yfinance, AlphaVantage, Python
  • Features: DCF analysis, risk modeling, bull/bear case scenarios
  • πŸ”— GitHub

πŸš€ AI Startup Analyst Platform

Institutional-grade startup evaluation system for pitch deck analysis

  • Tech: LLM pipelines, data analytics, Python
  • Features: Founder analysis, market evaluation, GO/NO-GO recommendations

🎧 Noise Cancellation ML Model

Deep learning-based audio processing system for real-time noise reduction

  • Tech: PyTorch, U-Net architecture, CUDA, GPU DSP
  • Performance: 88% PESQ improvement, 94%+ noise reduction
  • Deployment: CUDA edge inference optimization

πŸ₯ CADEC Medical NER Analysis

Advanced Named Entity Recognition for medical adverse drug reaction analysis

  • Tech: spaCy, Transformers, NLP techniques
  • πŸ”— GitHub

πŸ’Ό Agentic AI Excel Interviewer

Intelligent interview system using agentic AI for automated candidate assessment

  • Tech: LangChain, LangGraph, Excel automation
  • πŸ”— GitHub

πŸ“Š GitHub Stats

GitHub Stats GitHub Streak

Top Languages


🎯 Current Focus

  • πŸ”­ Building Agentic AI solutions using LangChain & LangGraph for enterprise workflow automation
  • 🌱 Learning MLOps best practices and Advanced Transformer architectures
  • πŸ’Ό Developing internal LLM applications and API integrations at MetLife
  • πŸš€ Exploring multimodal AI and computer vision applications

πŸ“« Let's Connect!

Open to opportunities in: ML Engineering β€’ AI Development β€’ Data Science β€’ LLM Applications

πŸ’‘ "Building intelligent systems that transform businesses, one model at a time."


Profile Views

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    Active Noise Cancellation Model

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  2. cadec-medical-ner-analysis cadec-medical-ner-analysis Public

    Medical Named Entity Recognition analysis on CADEC dataset using GPU-accelerated transformers

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  5. AI-Powered-Job-Application-Tracker AI-Powered-Job-Application-Tracker Public

    A comprehensive job application tracking system with Gmail integration, automated parsing, and a modern web interface.

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