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About Me

I am an AI Engineer specializing in Generative AI, Multi-Agent Systems, and Large Language Models. With expertise in building scalable AI solutions, I'm passionate about leveraging cutting-edge technologies to solve complex real-world problems and drive innovation in the AI space.

  • Indian Institute of Information Technology Allahabad
    Prayagraj, Uttar Pradesh

    Master of Technology in Information Technology (Artificial Intelligence)

    August 2022 – June 2024 | GPA: 8.73/10

  • Techno Engineering College Banipur
    North 24 Parganas, West Bengal

    Bachelor of Technology in Mechanical Engineering

    August 2018 – June 2022 | GPA: 9.10/10

  • Software Engineer - Gen AI

    Concert AI, Bengaluru, Karnataka

    May 2025 – Present


    Built multi-agent Text-to-SQL workflows using LangGraph and LLMs, integrating context caching and prompt engineering to deliver real-time medical dashboards with 62% lower latency and 90% cost savings. Developed LLM-based systems for automatic extraction and structuring of medical prescription information.


  • AI Engineer

    Centific, Hyderabad, Telangana

    January 2024 – May 2025


    Developed agentic AI-powered RAG chatbots with integrated web search for extracting insights from 500+ pages. Built Generative AI systems for detecting multi-identity submissions across 350,000 resumes. Collaborated with global cross-functional teams on PEFT automation, improving LLM performance. Developed algorithms using Kalman filters and ResNeXT-50 achieving 88.3% IDF1 on AI City 2023 dataset.

  • 🏆 Academic Excellence

    Secured 1st position in AI department at IIIT Allahabad

  • 🥇 Competitive Programming

    Ranked 474 out of 1.5 lakh participants in CodeKAZE 2023

  • 💻 Problem Solving

    Solved 1500+ DSA questions across various coding platforms within 1 year

Technical Skills

AI & Machine Learning

Deep Learning LLMs Generative AI RAG Agentic AI GPT Embedding Models

Programming & Tools

Python C++ SQL PySpark FastAPI Git Docker

Frameworks & Platforms

PyTorch TensorFlow LangChain LangGraph LlamaIndex Hugging Face Microsoft Azure

LLM Techniques

Prompt Engineering PEFT LoRA QLoRA Vector Databases
Featured Projects
Text-to-SQL Workflow

Agentic Text-to-SQL Workflow

Multi-agent pipeline using LangGraph with context caching to deliver real-time dashboards with 62% lower latency and 90% cost savings.

LangGraph OpenAI Context Caching Docker
View Code
RAG Chatbot

Agent-Based RAG Chatbot

Insurance policy analysis from 500+ pages with web search and retrieval-augmented generation for robust answers.

LangChain AutoGen ChromaDB FastAPI
View Code
Resume Fraud Detection

Gen AI Powered Resume Fraud Detection

Generative AI pipeline for multi-identity detection across 350k resumes using transformer embeddings and clustering.

BERT FAISS Azure DBSCAN
View Code
Multi-Camera Tracking

Multi-Camera People Tracking

It can Track Multiple People across multiple cameras and achieved 88.3% IDF1 on AI City 2023 leveraging ResNeXt-50, Kalman filtering, and re-identification.

PyTorch YOLO OpenCV Docker
View Code
Stock Prediction

Equity Market Forecasting

Improved R² from 0.64 to 0.93 by switching from LSTM to GRU for time-series prediction.

TensorFlow LSTM GRU Pandas
View Code
Flood Detection

Automatic Flood Event Detection

Satellite imagery analysis with CNNs for flood event detection and mapping.

CNN Satellite Imagery Computer Vision
View Code

Contact Me

amitroy2930@gmail.com

+91-8900067947

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