Featured Work

Explore featured publications, research, and projects below, or see them all here.

Advances in Machine Learning Techniques for Sign Language Interpretation

Published in Springer LNNS (ICTCS 2024) - survey of CNN, LSTM, Transformer, and hybrid methods for sign language interpretation.

Computer Vision, Sign Language, Deep Learning

Bi-Directional Sign Language Translator

Final Year Project - real-time ISL-to-text using MediaPipe landmarks, achieving 94.32% accuracy on dynamic gestures with DTW.

Python, MediaPipe, LSTM

JRaytrace

A software raytracing engine written entirely in Java with no external libraries. Supports primitives, OBJ models, coloured lighting, texturing, normal mapping, and reflection.

Java, Raytracing, Rendering

Single Image De-Raining

Independent Study (Honours Seminar) - lightweight CNN for rain-streak removal, outperforming baselines on PSNR and SSIM.

Python, TensorFlow, CNN
2D Fluid Simulator thumbnail

2D Fluid Simulator

Real-time 2D Navier-Stokes fluid simulation in pure Java with interactive dye injection and velocity visualization.

Java, Fluid Simulation, Numerical Methods

KRONOS (VR action-survival)

Voxel-style assets in Blender, wave-based enemy system, placeable barrier mechanics, and Oculus performance optimizations. Built during a 50-hour AR-VR workshop at PICT in collaboration with Appy Monkeys Pvt. Ltd.

VR, Unity3D, Blender
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Work Experience

Technology Consultant - Automation & DevSecOps

Hewlett Packard Enterprise (via Mphasis Ltd.) • Pune, India

  • Developed multithreaded Python module for server firmware upgrades across 100+ servers, including local HTTP service hosting multi-GB ISO images with comprehensive logging and robust error handling.
  • Reduced manual effort by over 95% by automating slow, error-prone upgrade processes complicated by undocumented hardware behavior.
Python HTTP Automation

Technology Consultant Intern

Hewlett Packard Enterprise (via Mphasis Ltd.) • Pune, India

  • Automated log rotation and server-profile backups using Python, Ansible, AWX, and GitLab, improving reliability across managed Linux systems.
Python Ansible AWX GitLab

Data Science & Machine Learning Intern

MITU Skillologies • Pune, India

  • Built supervised learning model to classify chord harmonies in Bach chorales using feature-engineered musical attributes.
  • Optimized Random Forest and SVM via grid search, achieving 78.95% accuracy.
Python scikit-learn

Mentorship & Teaching

Game Dev Utopia (GDU) - Technical Workshop Lead & Design Team Member

PICT • 2022 – 2025

  • Designed and led technical workshops on Blender 3D covering modeling, materials, lighting, and rendering from first principles.
  • Mentored participants to complete independent 3D projects; all attendees produced renders demonstrating applied skills.
  • Served on design team for inter-college events; created primary promotional poster for Paricharcha x Glitched.
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