AI & ML Student ยท Mumbai, India

Hi, I'm Siddhant โ€”
I build things because
I'm curious, and because
I can't not.

First-year student at Dr. Homi Bhabha State University, diving deep into artificial intelligence and machine learning. I code in Python, C, Go, and React โ€” and I care about building things that actually work well.

๐Ÿค– AI & Machine Learning โšก Algorithm Optimisation ๐ŸŒ Full-Stack Dev โ˜๏ธ Cloud & DevOps

What I work with

Skills & Stack

Languages
Python Go C C++ TypeScript
Frontend
React.js Next.js HTML5 JavaScript
Backend & APIs
Node.js FastAPI REST APIs Golang
AI & ML
PyTorch NumPy Pandas Grad-CAM
Cloud & DevOps
AWS GCP Docker CUDA
Interests
Optimisation Algos Open Source Problem Solving

Things I've built

Projects

๐Ÿ†

GirlScript Summer of Code (GSSoC) โ€” Ranked #567 globally

Selected contributor to GSSoC, ranked in the top 5% of participants from a global pool of 40,000+ open-source contributors. Actively contributing to real-world open-source projects.

SiddWrites โ€” AI Text Humanization SaaS
LLaMA 3.3 70B FastAPI Supabase PostgreSQL Docker

A full-stack SaaS platform that rewrites AI-generated text to bypass detection algorithms by dynamically adjusting burstiness and perplexity metrics. Built with a decoupled Vanilla JS frontend on Vercel and a Dockerized backend on Hugging Face Spaces.

โœฆ Engineered a two-pass humanization engine delivering results under 3s. Secured via a multi-layer prompt injection sanitization pipeline and atomic PostgreSQL RPC functions with RLS-enforced usage-tracked free/premium tiers.
OmniMed โ€” Unified Diagnostic Suite
PyTorch Next.js CUDA Grad-CAM

A unified AI diagnostic platform for Neurology (MRI), Orthopaedics (X-ray), and Dermatology (Skin). Uses a Singleton Model-Loading architecture so multiple specialties can run without fighting over GPU memory.

โœฆ Reduced peak VRAM usage by 57% โ€” enabling high-fidelity clinical inference on standard 6GB GPUs. Eliminates OOM crashes via dynamic CUDA cache management, with explainable AI via Grad-CAM visual verification.
Deepfake Detector
TypeScript ML Media Analysis

An AI-driven application to identify manipulated media. Analyses and verifies the authenticity of digital content using machine learning โ€” built to tackle the growing problem of synthetic media at scale.

โœฆ Leverages ML classification to detect subtle manipulation artifacts invisible to the human eye.
Calculator โ€” Go Web App
Go HTML5 JavaScript

A web-based calculator built with Golang, HTML5, and JavaScript. Focuses on optimised precision and speed for mathematical functions โ€” a clean exercise in backend-driven web computation.

โœฆ Go backend ensures high execution speed and precision โ€” a deliberate choice over JavaScript's floating-point quirks.
View all projects on GitHub

Where I've contributed

Experience

Contributor Open Source

GirlScript Summer of Code (GSSoC)

๐Ÿ“… May 2025 โ€“ Present 1 mo ๐ŸŒ Remote

Active open-source contributor ranked in the top 5% of 40,000+ participants. Contributing to real-world codebases, collaborating with maintainers, and shipping meaningful features across multiple repositories.

Open Source Git Collaboration Problem Solving
Content Writer Internship

Marpu Foundation โ€” India's Top NGO ๐ŸŒฑ

๐Ÿ“… Oct 2025 โ€“ Dec 2025 3 mos ๐Ÿ“ Mumbai, Maharashtra, India

Researched, wrote, and edited a blog on the Marpu Foundation's unique self-reliant approach to social impact in India โ€” focusing on ethical decision-making, empowering local communities, and their "no foreign funding" model, conveyed through engaging storytelling. Also contributed to community outreach, awareness campaigns, and youth development initiatives.

Content Writing Creative Writing Research Storytelling Communication Teamwork

Always growing

Currently Learning

AI & ML

Advanced ML algorithms & methodologies

Cloud

Deployment & containerisation with Docker

Data

NumPy & Pandas for data analysis

Open Source

Contributing to real-world codebases via GSSoC


Let's connect

I'm always open to collaborating on interesting projects, internships, or just talking tech. Reach out!

"I build because I'm curious, and because I can't not."