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Ayush-1271/README.md
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👨‍💻 About Me

  • 🎓 Integrated M.Tech · Computational & Data Science · VIT Bhopal
  • 🤖 LLM Post-Training Intern @ Ethara.ai (completed) — trained and evaluated large language models, shaping how they reason and stay aligned
  • 📄 Published Researcher — Ternary Logic LFSR for cryptographic image security
  • 🧩 Built and published a Chrome & Edge Extension (MangaLens) — Manifest V3, Gemini Vision API, zero dependencies
  • 🔐 Google IT Support Professional certified
  • ⚔️ Pupil on Codeforces · 300+ problems solved on LeetCode

🚀 Projects

🔍 MangaLensChrome/Edge Extension

Google Translate skips images. MangaLens doesn't. Uses Gemini Vision to find and translate text inside manga panels, then redraws it in-place. Built with Manifest V3, zero dependencies.

🧠 NoteMindMulti-Agent AI

Every AI framework (LangChain, AutoGen, CrewAI) hits the same wall — agents share no memory. NoteMind replaces flat context windows with a persistent semantic knowledge graph across the entire swarm.

📈 MarketLensML · Uncertainty Quantification

Market analysis that admits when it doesn't know. Detects regime changes, produces probabilistic 5-day outlooks, and flags unreliable signals — stress-tested against the COVID-19 crash.

⚗️ ChemicalEquipmentVisualizerFull-Stack

Hybrid app to visualize chemical equipment parameters in real time. One Django REST API powering both a React web frontend and a PyQt5 desktop app simultaneously.

🏙️ CiviAlertCivic Tech · Firebase

Citizens report local civic issues with location data. Built with phone OTP verification, Firebase auth, and an interactive dashboard for monitoring reports in real time.

🎓 TeachAIFace Recognition · GPS

No more proxy attendance. Combines face recognition + live GPS validation to verify a student is actually in the room — built for real classroom deployment.

🔐 Published Paper → Ternary Logic LFSR for cryptographic S-box design in image security · evaluated using NPCR, UACI & entropy analysis


🛠️ Stack

Languages

Python Java C++ C SQL

AI / ML

scikit-learn Pandas NumPy Jupyter Streamlit

Tools

Django Firebase AWS Git Chrome Extension


📊 Stats

Language breakdown across all repos

Data Science Python C


Open to ML/NLP internships, research collaborations, and interesting hard problems.
📬 ayushranjan1271@gmail.com

Pinned Loading

  1. AQI AQI Public

    Jupyter Notebook

  2. Bin2Book-Novel-Scraper Bin2Book-Novel-Scraper Public

    Multi-threaded web scraper with GUI that converts web novels into structured, readable PDFs

    Python

  3. Osdag-Internship-Screening-Task-Submission Osdag-Internship-Screening-Task-Submission Public

    HTML

  4. Social-Media-Sentiment-Analysis Social-Media-Sentiment-Analysis Public

    Sentiment analysis pipeline for social media text using NLP and machine learning classifiers

    Python

  5. TeachAI TeachAI Public

    Anti-proxy attendance system using face recognition and GPS validation for classrooms

    TypeScript

  6. waipy waipy Public

    Forked from mabelcalim/waipy

    This guide includes a Continuous Wavelet Transform (CWT), significance tests from based on Torrence and Compo (1998) and Cross Wavelet Analysis (CWA) based on Maraun and Kurths(2004).

    Jupyter Notebook