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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: YOLO

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kumarswamyg2005/README.md

header

typing

email github

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> whoami

$ cat about.txt

  Name     : Kumaraswamy G
  Role     : AI / ML Engineer  |  Full-Stack Developer
  Location : India
  Focus    : [ Applied ML, LLMs, Computer Vision, Data Analytics ]
  Learning : [ MLOps, LLM fine-tuning, Cloud-native AI ]
  Motto    : "Build fast. Break things. Fix them. Ship."

coding

  • Building production-grade AI products end-to-end — from model training to deployed apps.
  • Designing ML systems for healthcare, finance, agriculture, and environmental monitoring.
  • Writing clean, well-tested code focused on performance, clarity, and developer experience.
  • Comfortable across the full stack: data engineering, model training, APIs, frontend, cloud.

Currently exploring LLMs, RAG pipelines, MLOps, and scalable cloud-native architectures.


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> tech.stack --list


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> projects --featured

StockSense-AI

Stock market analysis and prediction using ML on historical and live data.

Python Machine Learning Data Science

AI Skin Clinic

Mobile app for dermatological screening with a fine-tuned vision model.

Flutter Dart Computer Vision

Crop Disease Detector

CV system identifying plant diseases from leaf images with treatment recommendations.

JavaScript Machine Learning OpenCV

BankLoan-AI

Loan eligibility and risk scoring engine with an interactive web UI.

Python ML CSS

AI-Powered Resume Builder

LLM-assisted resume generator with templated exports and smart suggestions.

TypeScript LLM React

Real-Air

Real-time air quality and health-risk predictor for urban environments.

Python ML IoT

NLP Sentiment Dashboard

Text analytics for sentiment, topic, and trend extraction at scale.

Python NLP Plotly

Early Mental Health Signal Detector

Privacy-respecting NLP pipeline detecting early mental health risk from text.

Python NLP Hugging Face

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> git log --activity

activity graph

streak

animated contribution snake

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> contact --reach-me

footer

Pinned Loading

  1. Crop-Disease-Detector Crop-Disease-Detector Public

    AI crop disease detector using EfficientNet-B0, FastAPI, React, and PlantVillage classes

    JavaScript

  2. Designden Designden Public

    Full-stack custom clothing e-commerce platform with role dashboards, Redis caching, Docker, CI/CD, and Jest tests

    JavaScript

  3. MarkItDown-Web-App MarkItDown-Web-App Public

    Web app for document conversion and markdown workflows built with Python and a deployed frontend

    Python

  4. SignBridge SignBridge Public

    Speech and text to sign-language animation web app with Python, OpenCV, and browser speech APIs

    HTML

  5. StockSense-Ai StockSense-Ai Public

    AI stock analytics app with LSTM attention, ONNX inference, FastAPI backend, and React dashboard

    Python

  6. Traffic-simulator Traffic-simulator Public

    C++11 OpenGL traffic simulation with adaptive lights, multiple cameras, weather effects, and procedural city rendering

    C++