Ayon Somaddar

AI/ML Engineer & Data Science Enthusiast

Specialized in developing cutting-edge AI applications, NLP solutions, and production-ready ML systems. Passionate about leveraging artificial intelligence to solve complex real-world problems.

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Technical Arsenal

AI/ML & Deep Learning

TensorFlow PyTorch Keras ANN CNN RNN LSTM Computer Vision OpenCV

NLP & Generative AI

LangChain Ollama DistilBERT Gemini OpenAI Llama LoRA QLoRA PEFT Prompt Engineering

Cloud & DevOps

Google Cloud AWS Amazon SageMaker Docker Git GitHub Linux

Data Science & Analytics

NumPy Pandas Matplotlib Seaborn Power BI Tableau MS Excel

Programming & Databases

Python Java C++ SQL Oracle MongoDB MySQL

Featured Projects

AICTE Portal Automation

Developed a comprehensive automation system using In-Context Learning with Llama, GROQ, and MongoDB. Built AI-powered chatbots for status tracking and FAQ handling with RAG implementation.

Llama GROQ MongoDB RAG In-Context Learning

Content Engine for PDF Analysis

Built a sophisticated PDF analysis and comparison engine using LangChain Framework with FAISS VectorStore. Integrated Gemini Pro and applied Reinforcement Learning Human Feedback for enhanced performance.

LangChain FAISS Gemini Pro RLHF Ollama

Query Language Manager (QLM)

Developed a MySQL Query Manager using Gemini API for natural language to SQL conversion. A prompt-based application that directly implements SQL queries on MySQL server.

Gemini API MySQL NLP SQL Generation

Diabetic Retinopathy Classification

Implemented advanced image processing techniques for diabetic retinopathy classification using deep learning. Published research paper with IEEE-Scopus indexing.

Computer Vision Deep Learning Medical AI Image Processing

Professional Journey

Academic Intern Trainee

KPMG India - Digital Risk and Cloud Security (Jan 2025 - present)

Currently working as an intern in the Digital Trust department, focusing on Digital Risk and Cloud Security. Gaining hands-on experience in enterprise-level security frameworks and risk assessment methodologies.

Artificial Intelligence Intern

Samsung Prism Intern (Jan 2024 - August 2024)

Specialized in Natural Language Processing and Large Language Model implementation. Mastered ChatBot development techniques, designed vector-stores for semantic search, and worked on OCR technology for Personal Information Identification.

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