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Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Shark

Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Shark

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9046balaji/README.md
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AI & Machine Learning Engineer with hands-on experience designing, training, and deploying production-grade deep learning models, RAG systems, and computer vision pipelines.
Passionate about MLOps and cloud infrastructure — packaging intelligent systems with FastAPI and Docker, and automating workflows with Celery and Redis.
Bridging the gap between state-of-the-art AI research and scalable, reliable, and observable production deployments.


⚡ ~60%
Medical Query RT Reduction		 🎯 95%+
Chatbot Answer Accuracy		 📋 ~75%
Manual Doc Handling Reduction		 🛡️ 100%
Double-Booking Eliminated		 ❤️ 92%+
Heart Prediction ROC-AUC

Featured Work

 

Tools & Technologies


Full Stack Details & Tech Stack Breakdown

Programming & Scripting

Python SQL C JavaScript TypeScript Bash PowerShell YAML

AI/ML & Deep Learning

TensorFlow PyTorch Keras scikit-learn OpenCV Hugging Face NLP Computer Vision

Cloud & DevOps

AWS Docker GitHub Actions Git

Databases, Frameworks & Core Tools

FastAPI Celery Redis PostgreSQL MySQL MongoDB Neo4j

GitHub Stats


Contribution Snake

Collaboration / Delivery

Technical Strategy Architecture Design System Observability ML Pipeline Automation Cross-Functional Collaboration Documentation

Domains

AI/ML Research Healthcare AI Computer Vision Natural Language Processing MLOps SaaS

"We can only see a short distance ahead, but we can see plenty there that needs to be done."

— Alan Turing, Father of Modern Computing & Artificial Intelligence

Pinned Loading

  1. Heart Heart Public

    Heart — An AI‑powered healthcare assistant built with FastAPI, LangGraph, and RAG pipelines. Provides cardiac risk prediction, medical Q&A, and agentic AI workflows using vector search and local LLMs.

    Python 1

  2. collage-projects collage-projects Public

    Collection of academic projects in Machine Learning, Deep Learning, and Computer Vision. Includes implementations in Python using TensorFlow, PyTorch, OpenCV, and Scikit‑learn, with Jupyter Noteboo…

    Jupyter Notebook

  3. Pdf-Tools Pdf-Tools Public

    Pdf‑Tools — A Python‑based document processing toolkit with FastAPI and Flask APIs, Celery task queues, Redis caching, and OCR via Tesseract. Supports asynchronous workflows, WebSocket streaming, a…

    Python

  4. Hospital-Management-System Hospital-Management-System Public

    Hospital Management System — Node.js + Express.js REST API with PostgreSQL backend, JWT authentication, and Bootstrap UI. Provides secure CRUD operations for patients, doctors, appointments, and he…

    JavaScript

  5. bank-management-system bank-management-system Public

    Bank Management System: An integrated fintech ecosystem delivering secure banking with AI-driven fraud detection, loan prediction, and expense categorization. Features include account management, c…

    TypeScript