Siddharth Kumar

About

B.Tech Information Technology student with hands-on experience in Machine Learning, Generative AI, Agentic AI, and Computer Vision. Skilled in Python, LLM applications, LangChain, LangGraph, MCP, and AI-powered application development.

Experience

• Artificial Intelligence Intern
  InAmigos Foundation
  Aug 2026 – Sep 2026

Education

• B.Tech in Information Technology
  Dr. Ambedkar Institute of Technology for Divyangjan
  Information Technology · Sep 2023 – Jun 2027

Skills

• Computer Vision <3 months
• Deep Learning <3 months
• FastAPI <3 months
• Python <3 months
• Machine Learning <3 months
• Prompt Engineering <3 months
• NumPy <3 months
• Pandas <3 months
• Streamlit <3 months
• scikit-learn <3 months
• OpenCV <3 months
• PyTorch <3 months
• TensorFlow <3 months
• CNN (Convolutional Neural Network) <3 months
• LangChain <3 months
• Natural Language Processing <3 months
• RAG <3 months
• LLMs <3 months
• Transformers <3 months
• LangGraph <3 months
• MCP <3 months
• C/C++ <3 months
• Agentic AI Systems <3 months
• Recurrent Neural Networks <3 months
• Generative Adversarial Networks (GANs) <3 months

Tools / apps / platforms

• GitHub <3 months
• Google Colab <3 months
• Hugging Face <3 months
• Jupyter Notebook <3 months
• MongoDB <3 months
• PostgreSQL <3 months
• SQLite <3 months
• VS Code <3 months

Projects

• AI-Generated Voice Detection System ↗
  Python, FastAPI, Scikit-learn, Librosa, Random Forest

  Developed a machine learning system to classify human-generated and AI-generated speech. Extracted MFCC, spectral contrast, and chroma features using Librosa and trained a Random Forest classifier. Deployed the voice classification system through a FastAPI backend.

• Live Data Augmentation System ↗
  Python, OpenCV, YOLOv8, NumPy

  Developed a real-time YOLOv8 computer vision pipeline for object detection and capture from live webcam feeds. Automated object extraction and class-wise dataset generation for persons, vehicles, and mobile phones. Implemented image augmentation using flipping, rotation, brightness adjustment, blur, and Gaussian noise.

• AI Chatbot Assistant ↗
  Python, LangGraph, LangChain, Mistral API, Streamlit

  Built a conversational AI chatbot using LangGraph and LangChain for conversation flow and state management. Integrated LLMs to generate context-aware responses and designed graph-based workflows for multi-step interactions.

• Personal AI Agent ↗
  Python, FastMCP, LangChain, MCP, Groq API, Streamlit, SQLite

  Built a personal AI assistant using LangChain and Groq LLMs with tool-based task execution through MCP. Integrated five MCP servers for weather, currency conversion, expense tracking, web search, and Gmail automation. Implemented Gmail operations, SQLite expense tracking, and a Streamlit interface with dynamic tool execution.

🏆 Achievements & awards

• Smart India Hackathon 2026 · 2026

  Developed AgriSync for Problem Statement SIH26032 and selected through the team’s internal hackathon process.

• Chess.com Rating 950+ · 2026

  Maintained a 950+ rating on Chess.com, demonstrating strategic and analytical problem-solving skills.

• Data Structures & Algorithms · 2000

  Solved 200+ Data Structures & Algorithms problems across coding platforms.

⚽ Extracurricular activities

• Photography Coordinator

  Coordinated photography activities and managed event coverage for college programs and student activities.

• Debate Coordinator

  Coordinated debate activities, supported event organization, and facilitated participation among students.

🎯 Hobbies & interests

• Chess
• volleyball
• video game