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ashvp/README.md

Ashwin

Typing SVG

AI + backend systems. I started out training models, then kept having to build the API, the database, the auth, the deployment around them — and that's the part I ended up caring about most.

Fourth-year B.Tech in AI & Data Science at Shiv Nadar University Chennai, also doing a BS in Programming and Data Science at IIT Madras. Research intern at the IIT Madras Computational Imaging Lab, working on lensless camera systems and physics-informed deep learning.

Portfolio: ashvp.com


Projects

🛡️ GitGuard — an AI-powered Git CLI that assesses risk before you run something destructive

Natural-language Git commands, AI-assisted commit messages, risk assessment before execution, checkpoints and rollback for when a command goes wrong. Published as a Python package — 2.9k downloads.

Python Git CLI LLM APIs

📚 AI Question Paper Generator — document-grounded question generation, not an LLM guessing

PDF → chunk → embed → retrieve → generate → validate. The retrieval step is the point: questions come from the source material instead of the model improvising.

FastAPI LangChain FAISS Embeddings

👁️ Mobile Attendance System — a face-recognition experiment that became a full platform

Auth, verification, groups, attendance workflows, admin panel — mobile client backed by a real API and persistent database state.

FastAPI PostgreSQL SQLAlchemy Computer Vision Docker

📄 AI Resume / Document Intelligence — making structured documents machine-readable and editable

Combines document extraction, external data sources, and LLM reasoning into document-generation workflows that hold up to actual editing, not just one-shot output.

LLMs Document Processing Structured Generation

🦠 Android Malware Analysis — the other half of building software: understanding how it gets abused

Static analysis of Android applications — Python tooling on top of Androguard, backend APIs for orchestration.

Python Androguard FastAPI ADB

🤖 Personal AI — treating a personal assistant like an actual system, not a chat window

Ongoing project on tools, memory, context and automation for an assistant that behaves like real software rather than a wrapper around an API call.

LLMs Agents Memory Automation


Stack


Currently

Agentic AI, RAG systems, LLM application architecture, and figuring out how to make AI-powered projects boring enough to actually trust in production.


GitHub

3D contribution graph

3D graph generated via github-profile-3d-contrib — set up as a scheduled GitHub Action, so it updates itself. Setup notes below.


Setting up the 3D contribution graph (one-time)

Add a workflow file at .github/workflows/profile-3d.yml in your ashvp/ashvp repo using the yoshi389111/github-profile-3d-contrib action on a daily cron schedule, output to an output branch. It replaces the snake — same "auto-generated GitHub art" idea, but isometric instead of a grid crawl.

Pinned Loading

  1. Event-Management Event-Management Public

    A Basic Event Management Software with a Twist

    Python 1

  2. Smart-Attendance Smart-Attendance Public

    Jupyter Notebook 1

  3. Advance-Data-Structure-Algorithms Advance-Data-Structure-Algorithms Public

    C++ 3

  4. Android-Malware-Analysis Android-Malware-Analysis Public

    DIY Malware Analysis Tailored for Android Devices

    Python 1

  5. Mobile-Attendance-System Mobile-Attendance-System Public

    AI-powered mobile attendance system with face recognition, liveness checks, and device binding. Built with FastAPI and React Native for proxy-proof, real-time attendance.

    TypeScript

  6. Web-Technologies---Semester-5 Web-Technologies---Semester-5 Public

    A collection of all my Web Technologies lab exercises from Semester 5, covering everything from basic HTML/CSS to React apps and simple Node.js servers

    TeX