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B.Tech CSE · IIIT Vadodara · 2027

Amit
Kumawat

AI/ML Engineer & Full-Stack Developer

Building intelligent systems at the intersection of AI and software engineering. Specializing in LangChain, LangGraph, RAG architectures, and production-grade ML pipelines.

↗ Get In Touch ⬇ Resume ⌥ GitHub ↗ LinkedIn
190+
DSA pattern solved
12+
Projects
2
Internships
Knight
LeetCode
Amit Kumawat
IIIT Vadodara · CSE 2027
Jaipur, Rajasthan
00

About Me

Computer Science student at IIIT Vadodara (Class of 2027) — an NIT/IIIT-tier institution — with hands-on experience building AI/ML systems, full-stack web applications, and agentic pipelines. Proficient in LangChain, LangGraph, RAG architectures, and modern backend/frontend stacks. Solved 1000+ DSA problems — LeetCode Knight (top ~5% globally). Google Student Ambassador 2026. Passionate about building production-ready AI-powered software that solves real problems.
01

Technical Skills

🧠
AI / ML & GenAI
LangChainLangGraphRAGLLMs Agentic AIFine-tuningHuggingFaceFAISS XGBoostTensorFlowPyTorchScikit-learn OpenCVNLPMCPTool Calling
⚡
Backend / Web
Node.jsExpress.jsFastAPIFlask MongoDBPostgreSQLMySQLRedis REST APIsWebSocketsJWTStreamlitReact
💻
Languages
PythonJavaScriptC++C JavaSQLHTMLCSS
☁️
Cloud & DevOps
DockerAzureLinuxGit CI/CDModel DeploymentMulti-Agent SystemsWorkflow Automation
🏆
Competitive Programming
LeetCodeCodeforcesGeeksforGeeksKnight Badge DSAAlgorithmsSystem DesignOOP
02

Experience

Software Development Engineer Intern
Amdox
Built full-stack features using React.js, Node.js, and Express.js improving frontend performance via component refactoring. Designed and optimized REST APIs across core workflows. Collaborated in Agile sprints — standups, sprint planning, and peer code reviews.
Full-Stack Development
Apr 2026 — Jul 2026
AI/ML Engineering Intern
Xelron
Engineered ML inference pipelines using LangChain and HuggingFace Transformers for automated NLP workflows. Deployed FastAPI-based AI microservices integrating NLP models with production backend infrastructure.
AI / Machine Learning
Mar 2026 — Apr 2026
B.Tech — Computer Science & Engineering
Indian Institute of Information Technology, Vadodara
NIT/IIIT-tier institution. Core coursework in Data Structures, Algorithms, Machine Learning, System Design, and Software Engineering.
Education · 2023–2027
2023 — 2027
03

Projects

PROJECT_01
YouTube RAG Chatbot
AI chatbot that ingests a YouTube URL, embeds transcripts via HuggingFace, and answers queries in real-time via LangGraph multi-turn memory. 80% answer relevance on QA benchmark.
PythonLangChainLangGraphHuggingFaceFAISS
PROJECT_02
Syntra — AI eCommerce Platform
Production-ready MERN eCommerce with LangChain AI recommendation engine. Improved product discovery relevance by 75% on 500 user sessions. JWT auth, RBAC, 1000+ products.
Node.jsExpress.jsMongoDBLangChainLangGraph
PROJECT_03
S.N.E.T.C.H — AI Voice Assistant
Agentic voice assistant with 30+ automation capabilities. LangGraph stateful multi-turn memory; FAISS-backed semantic retrieval achieving 70% reduction in context lookup time.
PythonLangGraphFAISSStreamlitNLP
PROJECT_04
RAG Document Intelligence
Document Q&A over PDFs and DOCX using hybrid BM25 + dense retrieval. 90% answer accuracy — surpassing dense-only baseline by 18%.
PythonLangChainHuggingFaceFAISS
PROJECT_05
Image to 3D Model Converter
CV pipeline converting 2D images to 3D mesh models via depth estimation and Blender bpy reconstruction. Exports .obj in under 15 seconds; 65% reduction in manual asset creation time.
PythonOpenCVBlender
PROJECT_06
Hospital Management System
Web platform managing patient records, doctor profiles, and appointments with role-based access (admin, doctor, patient) and secure session handling.
Node.jsExpress.jsMySQLJavaScript
PROJECT_07
Animal Classification System
High-accuracy CNN model classifying animal species using data augmentation and transfer learning techniques.
TensorFlowCNNOpenCV
PROJECT_08
Object Detection System
Real-time deep learning pipeline to identify and localize multiple objects within images simultaneously.
TensorFlowCNNOpenCV
PROJECT_09
Stock Prediction System
ML-driven stock trend forecasting using historical market data evaluated across multiple algorithms for actionable insights.
PythonScikit-learnXGBoost
PROJECT_10
School Management System
School ERP handling enrollment, attendance, grade tracking, and faculty management with comprehensive admin dashboard.
Node.jsExpress.jsSQLJavaScript
PROJECT_11
Diu Tourism Website
Full-stack tourism portal with tour planning, beach/hotel listings, SMTP email alerts, and community review system.
React.jsNode.jsExpress.jsSQLSMTP
PROJECT_12
AI Chatbot (S.N.E.T.C.H)
Context-aware conversational chatbot with persistent memory and dynamic tool integration for intelligent multi-turn query resolution.
PythonLangGraphFAISSStreamlitHuggingFace
PROJECT_13
Sorza — Real-Time Chat App
Full-featured messaging platform with real-time DMs, group chats, community channels, and peer-to-peer WebRTC audio/video calling. Typing indicators, read receipts, emoji reactions, and dark/light mode.
Node.jsSocket.ioWebRTCExpress.jsJWTSQLite
PROJECT_14
Company Management System
Web-based company management platform with SSO authentication, employee management, and role-based access control. Features a service worker for offline support and a clean dashboard UI.
Node.jsExpress.jsJavaScriptHTML/CSSSSO
PROJECT_15
Face Recognition
Real-time face recognition system that detects and identifies faces from images or live video feed using computer vision techniques.
PythonOpenCVMachine LearningNumPy
PROJECT_16
Object Tracking
Computer vision application that tracks moving objects across video frames in real-time, useful for surveillance and motion analysis.
PythonOpenCVComputer Vision
PROJECT_17
Object Detection
Deep learning-based object detection system that identifies and localizes multiple objects within images and video streams.
PythonOpenCVDeep Learning
PROJECT_18
Spam Mail Classifier
Machine learning model that classifies emails as spam or legitimate using natural language processing and text classification techniques.
PythonScikit-learnNLPMachine Learning
04

Achievements

🎖️ Google Student Ambassador 2026 — Officially recognized and certified by Google. Selected among top student developers in India to represent Google's developer programs.
🎓 Google AI Fundamentals — Coursera certified course by Google. Covers core AI & ML concepts, neural networks, generative AI principles, and responsible AI practices.
⚔️ Achieved Knight Badge on LeetCode — solved 1000+ DSA problems across LeetCode, Codeforces, and GeeksforGeeks (top ~5% globally)
🚀 Selected participant — Amazon Nova AI Hackathon, a national-level competitive AI challenge among engineering university teams
🐍 HackerRank Certified — Python Programming (Gold Badge)
🤖 Completed 2 industry internships in AI/ML and Full-Stack Development within first 3 years of college

Let's Build
Something

Open to SWE / AI-ML internship opportunities, freelance projects, and collaborations. Let's connect!

✉ Email Me ↗ LinkedIn ⌥ GitHub ⬇ Resume
amitkumawat96100@gmail.com
+91 9610087974