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Sneha73685/README.md

Sneha — AI/ML Research, Data-Driven Systems, Motorsport

Hey there, I'm Sneha

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About   •   Tech Stack   •   Selected Work   •   GitHub Analytics   •   Connect



About Me

I'm an engineering student working across AI/ML, applied research, and data-driven systems — building software that turns raw, often messy data into something a system, or a person, can act on.

Most of what I build sits at the intersection of research and engineering: designing models, building the pipelines that feed them, and shipping the interfaces that make the output usable. Recent work spans computer vision, NLP, and full-stack data platforms.

I'm increasingly drawn to motorsport as an application domain. Race telemetry, tyre degradation modeling, and strategy simulation are, at their core, the same class of problem I already work on — extracting signal from high-frequency, high-stakes data. It's a direction I'm building toward, not a role I hold today.


Currently focused on → applied ML research · data pipelines · systems engineering

Building toward → applying AI and data systems to motorsport analytics

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AI / ML · Research · Data Systems


Tech Stack

Languages

Python, C++, JavaScript, TypeScript, R



AI / ML & Data

TensorFlow, PyTorch, Scikit-learn, Pandas, NumPy, OpenCV



Web & Infrastructure

React, Next.js, FastAPI, Flask, PostgreSQL, MySQL, MongoDB, Docker, Git, GitHub



FastF1   YOLOv8   Bhashini   SDR



Selected Work

Sentiment Analysis Responsible mental-health NLP pipeline with sentiment analysis, depression-risk inference, trajectory analysis, and uncertainty-aware simulation. Python

PitWall Open-source F1 race engineering platform for telemetry analysis, lap comparison, session analytics, and tyre strategy insights. Python

CaseSync AI-powered FIR documentation assistant for law enforcement, with speech-to-text transcription, multilingual (Bhashini) support, and entity extraction for structured case drafting. Python FastAPI PostgreSQL

DomeWatch AI-powered anti-drone security system that detects, classifies, and tracks unauthorized drones using computer vision for real-time airspace protection. TypeScript Computer Vision

Aether Browser-native, GPU-accelerated particle and simulation engine driven by real-time webcam hand tracking — no controllers, no markers. TypeScript

Veyra Evidence-grounded AI mock interview platform that tailors interviews to a candidate's resume and target job description, with structured, explainable feedback. Python

Punah-Pustak Full-stack second-hand book marketplace connecting buyers and sellers, with secure authentication, listings, search, and user profiles. React FastAPI PostgreSQL



GitHub Analytics

Sneha's GitHub statistics Sneha's most-used programming languages



Sneha's GitHub streak



Sneha's GitHub contribution activity graph



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Let's Connect



Researching · building · iterating — toward AI-driven systems for motorsport.



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Pinned Loading

  1. sentiment-analysis sentiment-analysis Public

    Responsible mental-health NLP pipeline with sentiment analysis, depression-risk inference, trajectory analysis, and uncertainty-aware simulation.

    Python

  2. pitwall pitwall Public

    Open-source F1 race engineering platform for telemetry analysis, lap comparison, session analytics, and tyre strategy insights.

    Python

  3. Maha-Hackathon Maha-Hackathon Public

    DomeWatch is an AI-powered anti-drone security system that detects, classifies, and tracks unauthorized drones using computer vision for real-time airspace protection.

    TypeScript 1

  4. Punah-Pustak Punah-Pustak Public

    Punah-Pustak is a full-stack second-hand book marketplace that connects buyers and sellers through a modern, intuitive platform. Built with React, FastAPI, and PostgreSQL, it features secure authen…

    Python 1

  5. particle-simulation particle-simulation Public

    Hand-tracked interactive particle simulation built with Three.js and MediaPipe, enabling real-time gesture-controlled shape morphing, expansion, and dynamic visual effects in the browser.

    HTML 1

  6. deep-learning deep-learning Public

    Collection of focused deep learning and machine learning mini-projects implementing core DL concepts, models, and workflows.

    Python