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Open to opportunities · KIIT University

Sumit
Biswas

Full-Stack Developer  ·  AI / ML Engineer
sumit@portfolio ~ terminal
$ whoami
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Sumit Biswas
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Value Proposition

Why Work With Me

Full-Stack Versatility

I build complete products — from pixel-perfect React frontends to performant Spring Boot APIs and optimized MySQL schemas. One developer, end-to-end ownership.

AI / ML Foundations

Trained directly by Amazon scientists in ML, Deep Learning, Generative AI, and LLMs. I bring data intelligence to applications — not just as theory, but deployed in production.

Fast Learner & Team Player

Agile-trained at Infosys with strong Git workflows, sprint cycles, and mentor collaboration. I adapt fast, communicate clearly, and ship reliably.

About Me

Building at the intersection of
code and intelligence

I'm a Computer Science Engineering student at KIIT, Bhubaneswar — passionate about crafting technology that solves real-world problems. My work spans enterprise-grade full-stack applications and intelligent ML systems.

Through Infosys, I built production-level enterprise platforms using React, TypeScript, Spring Boot, and MySQL. Through Amazon ML Summer School, I deepened my understanding of machine learning and generative AI alongside the best minds in the field.

I believe in writing clean, maintainable code with strong architectural instincts — whether it's designing a REST API service layer or training an SVM model for medical prediction.

4+Years Coding
2Internships
6+Certifications
2Live Projects
Currently Working On
Enterprise Learning Certification Platform (Infosys)
Advanced Spring Boot REST API Patterns
Expanding AI/ML Project Portfolio
Open Source Contributions & DSA Practice
Amazon ML Summer School 2025
Selected from 130,000+ applicants. Intensive training in ML, Deep Learning, Generative AI & LLMs by Amazon scientists.
Infosys Winter Internship
Full-stack enterprise application development using React.js, TypeScript, Spring Boot, and MySQL in Agile environment.
KIIT University — B.Tech CSE
Strong academic foundation in Computer Science with hands-on experience in ML, web development, and embedded systems.
IoT & Robotics
Optimized firmware for ESP32 and Arduino systems in KIIT Robotics Society, enhancing device performance.
Expertise

Technical Skills

Career

Professional Experience

  Winter Internship · Current
Software Engineering Intern
Infosys — Enterprise Application Development Division
Dec 2024 – Present
  • Developed a full-stack Enterprise Learning Certification & Optimization Platform covering learner discovery, enrollment, certification tracking, and compliance management.
  • Built responsive frontend using React.js and TypeScript, implementing complex state management, dynamic data rendering, and role-based UI access control.
  • Designed and implemented RESTful backend APIs using Spring Boot with service and persistence layers via Spring Data JPA.
  • Integrated and optimized MySQL database schema for learner enrollment, seat management, and certification status tracking.
  • Followed Agile development workflow with structured sprint cycles, code reviews, and mentor-guided development practices on Git/GitHub.
React.jsTypeScriptSpring BootSpring Data JPAMySQLREST APIAgile/ScrumGit
  Competitive Selection · 1 of 130,000+
Machine Learning Apprentice
Amazon ML Summer School 2025 — Intensive Training Program
Aug – Oct 2024
  • Competitively selected from over 130,000 applicants across India for this highly selective ML training program led by senior Amazon scientists.
  • Gained deep foundations in supervised and unsupervised Machine Learning, covering regression, classification, and clustering algorithms in depth.
  • Studied advanced Deep Learning architectures and their applications in production-scale Amazon systems.
  • Explored Generative AI methodologies and Large Language Models (LLMs), including fine-tuning, inference optimization, and prompt engineering.
  • Applied concepts hands-on through structured exercises building a strong practical ML instinct.
Machine LearningDeep LearningGenerative AILLMsPythonScikit-learnNeural Networks
Portfolio

Featured Projects

01
AI Disease Prediction System
A machine learning-powered web application predicting diseases from symptoms with real-time inference, deployed on production infrastructure using Gunicorn on Render.
PythonFlaskScikit-learnSVMHTML/CSSRender
  • Real-time disease prediction from user-input symptoms using trained SVM classifier
  • Integrated 8 medical datasets: descriptions, precautions, medications, diets, workouts
  • Clean, responsive web interface for patient-facing use
  • Dataset alignment across 8 heterogeneous medical CSV sources
  • Model serialization and efficient loading for low-latency inference
  • Gunicorn production deployment configuration on Render
  • End-to-end ML pipeline: data preprocessing → training → deployment
  • Production ML serving patterns with Flask and Gunicorn
  • Multi-source medical dataset management and feature engineering
GitHub Live Demo
02
Enterprise Learning & Certification Platform
A comprehensive full-stack LMS for managing learner discovery, enrollment with seat control, certification tracking, and compliance — built at Infosys with enterprise architecture.
React.jsTypeScriptSpring BootSpring Data JPAMySQLREST API
  • Learner discovery, search, and enrollment with real-time seat availability management
  • Certification tracking and automated compliance management dashboard
  • Role-based access control for learners, administrators, and compliance officers
  • Layered Spring Boot backend: Controller → Service → Repository → MySQL
  • React/TypeScript SPA with component-level state management and API integration
  • RESTful API design with proper HTTP semantics and response structures
  • Enterprise-scale full-stack development under Agile methodology
  • Mentor-guided code review and professional Git workflow practices
  • Complex relational database design for multi-entity enterprise data
GitHub
Technical Design

Project Architecture

Enterprise Learning Platform — full-stack system design from browser to database.

// ENTERPRISE LEARNING PLATFORM — LAYERED ARCHITECTURE
Frontend
React.js SPA
TypeScript Components State Mgmt Bootstrap 5
→HTTP/REST
Backend
Spring Boot
REST Controller Service Layer Spring MVC Spring Security
→JPA/ORM
Persistence
Data Layer
Spring Data JPA Repository Pattern Entity Mapping
→SQL
Database
MySQL
Learners Courses Certs Roles
Open Source

GitHub Activity

Profile
SumitJeet2004
github.com/SumitJeet2004
Primary Focus
Full-Stack + ML
Java · Python · TypeScript
Top Languages
My Story

Journey So Far

2019
Matriculation — WBBSE Board
2022
Joined KIIT — B.Tech CSE begins
2023
KIIT Robotics Society — IoT & Arduino
2024
Amazon ML Summer School — 1/130,000+
2024
AI Disease Prediction System deployed
2025
Infosys Winter Intern · Enterprise Dev
Academic Background

Education

2022 – Present
B.Tech, Computer Science Engineering
Kalinga Institute of Industrial Technology (KIIT)
Bhubaneswar, Odisha · Autonomous University
2021 – 2022
Higher Secondary · Class XII
Karimpur Jagannath High School
WBCHSE Board · West Bengal
2019 – 2020
Secondary · Class X
Karimpur Jagannath High School
WBBSE Board · West Bengal
Credentials

Certifications

Git and GitHub
LinkedIn Learning
View
DSA with Java
Apna College
View
Career Essentials in Generative AI
Microsoft · LinkedIn Learning
View
SQL Fundamentals
Online Platform
View
Community

Leadership & Activities

Member
Kalakar — Official Dramatic Society of KIIT
2024 – 2025
Active member contributing to theatrical productions and creative performances, developing strong communication, teamwork, and presentation skills within KIIT's arts community.
Technical Member
KIIT Robotics Society
2023 – 2024
Engineered and optimized firmware for IoT microcontroller-based systems using ESP32 and Arduino, enhancing device performance and data processing efficiency in embedded robotics projects.
Get In Touch

Let's Build Something Together

Open to opportunities

Whether you're hiring for a dev internship, full-time role, or looking for a project collaborator — I'd love to connect. Particularly interested in full-stack and AI/ML engineering roles.

Email
sumitbiswas15152004@gmail.com
LinkedIn
Connect professionally
GitHub
@SumitJeet2004
Portfolio
sumitjeet2004.github.io
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