CSE (AI/ML) Student • Full-Stack Developer • Learning AI/ML
I like building things, breaking them, figuring out why, and building them better.
- I'm a B.Tech CSE AI/ML student at Narula Institute of Technology.
- I started with full-stack development and enjoy building complete applications from frontend to backend.
- I work mainly with JavaScript, React, Node.js, Express.js, and MongoDB, while also using C, Java, and Python.
- Currently, I'm strengthening my Python, DSA, and Machine Learning fundamentals.
- I'm also exploring LLMs, Computer Vision, and Deep Learning as I move further into AI/ML.
- Most of my learning happens through projects — build → break → understand → improve.
Currently learning. Currently building. Always improving.
- Open-source collaborations
- Hackathons
- Freelance projects
- Research collaborations
- Software and AI/ML collaborations
- Networking with developers and builders
Currently learning: NumPy · Pandas (Series & DataFrames) · Python for Data Science · Machine Learning fundamentals
Completed: Matplotlib basics and advanced course
Currently exploring: LLMs · Computer Vision · Deep Learning
| Domain | Proficiency | Details |
|---|---|---|
| Python | Beginner / Intermediate | Building Python fundamentals for AI/ML |
| NumPy | Beginner / Intermediate | Array creation, dimensions, array attributes, reshaping, indexing, slicing, and numerical operations |
| Pandas | Beginner / Intermediate | Working with Series, DataFrames, and basic data inspection |
| Matplotlib | Beginner / Intermediate | Data visualization and plotting with Python |
| Scikit-learn | Not started | Planned after core ML fundamentals |
| Machine Learning | Learning | Studying fundamental algorithms and concepts |
| Deep Learning | Not started | Exploring as a future specialization |
| TensorFlow / PyTorch | Not started | Planned after foundational ML |
| LLMs | Experimenting | Exploring modern language-model capabilities and workflows |
| Computer Vision | Exploring | Future learning focus |
01 · Flow Ledger — Full-Stack Expense Management
A modern MERN expense tracker designed around personal finance management, financial insights, and a responsive fintech-style experience.
| Area | Details |
|---|---|
| Stack | React, Node.js, Express.js, MongoDB, JWT |
| Scale | Personal / small-user application |
| Performance | Responsive dashboard with client-side data visualization |
| Security | JWT authentication and protected application routes |
| Impact | Helps users track income, expenses, and financial insights |
| Repository | PrithwishDas101/Flow-Ledger |
- Income and expense management
- Interactive financial charts
- Excel export functionality
- JWT-based authentication
- Profile image uploads
- Responsive fintech-oriented interface
- Full-stack REST API architecture
02 · NoteNest — Full-Stack Notes Application
A handcrafted MERN notes application focused on building a complete CRUD workflow with API architecture, database persistence, rate limiting, and a modern responsive interface.
| Area | Details |
|---|---|
| Stack | React, Node.js, Express.js, MongoDB, Tailwind CSS |
| Scale | Personal / small-user application |
| Performance | Lightweight REST API with request rate limiting |
| Security | API protection and request rate limiting |
| Impact | Practical full-stack CRUD application |
- Full CRUD notes workflow
- REST API architecture
- MongoDB persistence
- Tailwind CSS + daisyUI
- Lucide icon system
- Upstash-based API rate limiting
- Responsive application structure
03 · Aetherion — Real-Time Communication Platform
A full-stack real-time messaging platform built to explore production-oriented web architecture, WebSockets, persistent conversations, media handling, and modern authentication.
| Area | Details |
|---|---|
| Stack | React, Vite, Node.js, Express.js, MongoDB, Socket.IO |
| Additional | JWT, Mongoose, Cloudinary, Vercel, Render |
| Scale | Full-stack real-time application |
| Performance | Real-time WebSocket communication |
| Security | JWT authentication and authenticated socket lifecycle |
| Impact | Explores modern real-time communication architecture |
| Repository | PrithwishDas101/Aetherion |
- Real-time one-to-one messaging
- Persistent conversation history
- Images, GIFs, videos and document sharing
- Replies and interactive message features
- Location and contact sharing
- Poll creation and voting
- Typing and presence indicators
- Contact management
- MongoDB transactions for message integrity
- Atomic poll voting
- Authenticated Socket.IO lifecycle
- Cloudinary media integration
- Production deployment across Vercel, Render and MongoDB Atlas
Live Application: Aetherion
04 · K-2SO — Local AI Chatbot
A local AI chatbot inspired by K-2SO, built to experiment with locally hosted language models, conversational memory, and personality-driven interaction.
| Area | Details |
|---|---|
| Stack | Python, Ollama, LLaMA 3 |
| Scale | Local AI application |
| Performance | Runs through a locally hosted model |
| Security | Local-first experimentation |
| Impact | Practical exploration of LLM-powered applications |
| Repository | PrithwishDas101/K-2SO |
- Local LLM integration
- Conversational memory
- Python-based implementation
- Ollama model runtime
- Personality-driven responses
- Experimentation with locally hosted AI
05 · StellarCanvas — Soroban NFT Gallery
A blockchain-oriented experimental project exploring the Stellar Soroban ecosystem and NFT gallery experiences.
| Area | Details |
|---|---|
| Focus | Stellar / Soroban ecosystem |
| Scale | Experimental Web3 project |
| Direction | NFT and blockchain interaction |
| Impact | Exploration of decentralized application development |
Independent Developer & Student Engineer
2025 — Present
Building practical software projects while studying Computer Science and Artificial Intelligence/Machine Learning.
- Started with full-stack web development and progressively expanded into backend architecture and real-time systems.
- Built multiple MERN applications from the ground up.
- Explored authentication, databases, REST APIs, WebSockets, cloud deployment, and third-party integrations.
- Began transitioning from web development toward Python and machine learning.
- Experimenting with LLM-based applications while developing a stronger AI/ML foundation.
Skills: Full-Stack Development · React · Node.js · Express.js · MongoDB · REST APIs · WebSockets · Python · AI/ML Fundamentals
From: 09 October 2026 - To: 16 October 2026
Total Time: 0 secs
No activity trackedWatch the snake eat my commits.
Learning
- NumPy and numerical computing
- Pandas Series and DataFrames
- Data visualization with Matplotlib — basics and advanced course completed
- Data Handling and Exploratory Data Analysis (EDA)
- Machine Learning fundamentals
- Authentication with Supabase
Building
- Full-stack applications with React and Node.js
- Applications with authentication flows
- Practical developer tools and AI-powered applications
Exploring
- Deep Learning
- Computer Vision
- Large Language Models (LLMs)
Open To
- Open-source collaborations
- Hackathons
- Freelance projects
- Research collaborations
- Technical networking
"Build useful things. Learn relentlessly. Ship what matters."