Back to Portfolio

Ankit Kumar

Aspiring AI Engineer | Full-Stack Developer | Machine Learning Enthusiast
📍 Sikkim Manipal Institute of Technology (SMIT), East Sikkim • ✉️ ankitkumar2006official@gmail.com • 🐙 GitHub Profile • 💼 LinkedIn Profile

Professional Summary

Computer Science and Engineering undergraduate at Sikkim Manipal Institute of Technology (SMIT), Batch 2024–2028. Dedicated to designing practical intelligent software systems by combining modern full-stack architectures (React, Node.js, Express, MongoDB Atlas) with machine learning pipelines, Generative AI models (Google Gemini API), and autonomous developer agents. Committed to continuous self-driven learning, scalable software architecture, and real-world execution.

Education

Bachelor of Technology (B.Tech) in Computer Science and Engineering 2024 — 2028
Sikkim Manipal Institute of Technology (SMIT), Majitar, Rangpo, East Sikkim

Coursework: Data Structures & Algorithms, Object-Oriented Programming (Java/C++), Database Management Systems (SQL & MongoDB), Operating Systems, Computer Networks, Software Engineering, AI & Machine Learning.

Technical Skills

Programming Languages: Python, Java, C++
Frontend Development: HTML5, CSS3, JavaScript (ES6+), React
Backend Engineering: Node.js, Express.js, Flask, REST APIs
Databases: MongoDB, MongoDB Atlas, SQL
AI & Data Science: NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, TensorFlow, Machine Learning, Generative AI, Gemini API
Tools & Platforms: Git, GitHub, VS Code, Vercel, Render, Docker, Linux, WSL

Major Engineering Projects

Tracker – Dumka Sports Academy Live Production
Full-Stack Development | Sports Management • Live Demo • GitHub
  • Architected a full-stack sports academy tracking platform to digitize athlete attendance, training sessions, and sports rosters across multiple sporting disciplines.
  • Engineered RESTful API services in Node.js and Express with MongoDB Atlas cloud persistence, featuring indexed attendance queries that eliminate duplicate daily check-ins.
  • Constructed an administrative dashboard in React and TailwindCSS providing real-time athlete cohort metrics and performance summaries.
ReactNode.jsExpress.jsMongoDB AtlasREST APIsVercel
MediGuard AI – Operation Ward Zero Live Production
AI Healthcare | Full-Stack Development • Live Demo • GitHub
  • Engineered an emergency triage and hospital ward management platform to streamline clinical triage and prioritize high-risk patients during ward overcrowding.
  • Integrated clinical early-warning scoring algorithms evaluating heart rate, SpO2, blood pressure, and respiratory telemetry to calculate emergency priority queues.
  • Implemented secure role-based authentication using JWT and bcrypt password hashing to safeguard confidential electronic medical records.
ReactNode.jsExpressAI TriageMongoDBJWTVercel
GeoCommerce AI Live Production
Artificial Intelligence | Data Science | E-Commerce Analytics • Live Demo • GitHub
  • Developed a geographic commerce intelligence platform analyzing city-wise e-commerce sales datasets to uncover regional consumer purchasing behaviors.
  • Integrated Google Gemini AI API to transform raw numerical sales vectors into automated, narrative supply-chain and regional inventory distribution strategies.
  • Built responsive geospatial analytics dashboards visualizing gross merchandise value, average order values, and category surges across urban and tier-2 markets.
ReactPythonGoogle Gemini APIPandasMongoDB AtlasData Science
Autonomous AI Software Engineer Agent In Development
Artificial Intelligence | Autonomous AI Agents • GitHub
  • Designing an autonomous coding agent executing a ReAct loop: parsing developer goals, decomposing tasks, generating modular code, and running tests.
  • Implementing AST-aware dependency parsing and isolated test runner subprocesses with self-reflective error correction to fix syntax and runtime bugs autonomously.
Python 3.11AI AgentsGemini APILangChainAST AnalysisDocker

Engineering Strengths & Technical Approach

  • Production-Driven Full-Stack Execution: Experienced in architecting and deploying complete cloud-native web systems with live database integration, connection caching, and serverless runtimes.
  • AI Systems & Autonomous Agents: Skilled in integrating the Google Gemini API, designing multi-step ReAct agent loops, and implementing AST-based syntax analysis and automated test verification.
  • Domain Problem-Solving: Focused on building software for real operational impact across sports management, healthcare clinical triage, and geographic commerce intelligence.