Computer Science Student

Srijani Das

Exploring ideas through experimentation and code

B.Tech Computer Science student at VIT Chennai (2024 - 2028). Building ML-based applications, automation tools, and data-driven projects using Python.

Projects

A selection of projects demonstrating my technical capabilities in machine learning, web development, and software engineering.

Plant Disease Detection using Deep Learning

MAY - AUG 2025

Conducted research on automated plant disease detection using deep learning under faculty supervision. Implemented and compared CNN, Vision Transformer (ViT), and hybrid ViT+CNN architectures for multiclass classification on the PlantVillage dataset, achieving ~99% accuracy.

Applied Grad-CAM visualizations to interpret model predictions and enhance explainability. Currently expanding this research into a formal academic paper (under review).

Python TensorFlow Keras NumPy Matplotlib Computer Vision

Voice Notes Summarizer

SEPT 2025

Built a local Python application that transcribes audio files and generates AI-powered summaries at multiple detail levels (short, medium, detailed). Implemented privacy-focused architecture with all processing performed locally using Whisper for speech-to-text and BART for summarization.

Developed user-friendly Streamlit interface with downloadable transcript and summary export functionality. Supports multiple audio formats (MP3, WAV, M4A, FLAC, OGG) with all computation on user's device to ensure privacy.

Python Streamlit OpenAI Whisper HuggingFace BART PyTorch
View on GitHub →

Job Board Platform

NOV 2025 - JAN 2026

Developed a full-stack job board platform for a recruitment consultancy with an admin panel for job management.

Built RESTful API backend using Node.js with SQLite database for CRUD operations on job postings. Implemented secure authentication and responsive frontend using HTML, CSS, and JavaScript.

Node.js SQLite HTML CSS JavaScript REST APIs

Skills

Languages

  • Python
  • C / C++
  • Java
  • JavaScript

ML & Data Science

  • TensorFlow / Keras
  • NumPy / Matplotlib
  • Google Colab
  • Model Visualization (Grad-CAM)

Web & Tools

  • Git & GitHub
  • HTML / CSS / JavaScript
  • Streamlit
  • VS Code

Focus Areas

  • Machine Learning
  • Computer Vision
  • Data Analytics
  • Software Engineering

Education

Vellore Institute of Technology, Chennai

Bachelor of Technology in Computer Science and Engineering

2024 — 2028 (Expected)

Contact

I'd love to connect about research collaborations, internship opportunities, or just interesting technical projects. Feel free to reach out!