Data Science & Machine Learning
End-to-end ML pipelines with EDA, model preparation, and visualization using Python libraries.
Learn MoreMERN • Data Science • Gen AI
Hi, I'm Somnath Bhunia from Kolkata
I build MERN applications, data-driven systems, and Gen AI powered solutions.
Who I am
About Me
I'm a Full Stack Developer, Data Science enthusiast, and problem solver from Kolkata, passionate about building scalable, production-ready applications with the MERN stack. I combine technical expertise with algorithmic thinking to create impactful digital solutions that solve real-world problems.
Currently pursuing B.Tech in CSE with Data Science specialization at Brainware University. I specialize in designing end-to-end systems—from API architecture and database optimization to machine learning pipelines and cloud deployment. I'm deeply committed to clean code, best practices, and continuously learning emerging technologies in web development, AI, and DevOps.
Beyond coding, I actively contribute to open-source projects and share insights on DSA, web development, and data science. I thrive in collaborative environments and love mentoring aspiring developers.
- B.Tech (CSE, Data Science) — Brainware University (ongoing)
- Full-Stack MERN, ML/Data Science, RESTful APIs, DevOps & Cloud
- Open to internships, freelance projects & collaborative work
- Full-Stack Development (MERN) — MongoDB, Express.js, React, Node.js with JWT authentication, real-time features, responsive design, and testing.
- Problem Solving & DSA — Proficient in C++ and Data Structures & Algorithms for optimized, scalable solutions.
- Data Science & Machine Learning — Python, Pandas, NumPy, scikit-learn, Matplotlib for end-to-end ML pipelines and exploratory data analysis.
- DevOps & Deployment — Docker containerization, AWS (EC2, S3)(Basics), Git workflows.
- Database Design — MongoDB aggregation, SQL optimization, indexing, and data modeling.
- Open to opportunities — Actively seeking internships and entry-level positions in full-stack development, data science, and AI engineering.
- Self-directed learning — Built multiple portfolio projects independently, demonstrating end-to-end project execution and problem-solving.
- 2023 — B.Tech (CSE, Data Science) — Brainware University (ongoing)
- 2023 — Higher Secondary (81% in PCM)
- 2021 — Secondary (90%)
My Services
Custom Web Application Development
End-to-end web apps using MERN, with CI/CD, testing and monitoring.
Learn MoreAPI Design & Integration
Designing RESTful services and secure authentication strategies for scale.
Learn MoreLanguages & Tools
Python
C++
DSA
MongoDB
Express.js
React
Node.js
Pandas
NumPy
scikit-learn
EDA
Docker
AWS
Git
GitHub
VS Code
PyCharm
Featured Projects
Showcasing real-world applications built with modern technologies
MentorHub — Mentorship Platform
MentorHub connects learners with experienced mentors through structured programs, live sessions, progress tracking, and an organized resource library. Designed as a full‑stack web application focused on impactful learning and meaningful mentor-mentee relationships.
View Project
EDA Portfolio — Data Analysis
Comprehensive exploratory data analysis with visualizations, statistical insights, and data-driven recommendations.
View Project
Forest Cover Type — Prediction Model
Machine learning model predicting forest cover types from cartographic variables using USFS Region 2 data with classification algorithms.
View Project
Nestelo — Travel Platform
Full-stack travel exploration platform with user authentication, listings management, and booking system using MERN stack & Passport.js.
Live Demo
QuickMeet — Video Conferencing
Real-time video conferencing platform with screen sharing and chat functionality using WebRTC and React.
View ProjectExplore more of my work and contributions
View All Projects on GitHub