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JEFFRINMERINO/README.md

Jeffrin Merino J

AI Systems Engineer

Building intelligent systems that combine Artificial Intelligence, Software Engineering and Scalable Infrastructure.

Focused on Machine Learning • LLMs • Medical AI • Computer Vision • MLOps



🎯 Mission

Engineering AI systems that are scalable, explainable, and impactful in healthcare, robotics, and intelligent automation.


👨‍💻 About Me

I'm an AI Systems Engineer passionate about building intelligent systems that solve meaningful real-world problems through Artificial Intelligence and scalable software engineering.

My long-term vision is to engineer production-ready AI solutions for Healthcare, Robotics, Computer Vision, Large Language Models, and Intelligent Automation.

Currently pursuing B.Tech in Artificial Intelligence & Data Science, I'm focused on developing end-to-end AI systems—from research and model development to deployment, optimization, and monitoring.


🚀 Current Focus

  • Building 20+ production-quality AI projects
  • Mastering Machine Learning & Deep Learning
  • Developing LLM & Agentic AI applications
  • Learning MLOps, Docker & Kubernetes
  • Exploring Distributed AI & GPU Computing
  • Building Medical AI solutions
  • Contributing to Open Source
  • Publishing technical blogs & documentation
  • Preparing for Software & AI Engineering interviews
  • Becoming an AI Systems Engineer

Progress: Every completed project will be reflected in this profile and showcased through GitHub repositories and my portfolio.

🛠️ Tech Stack

💻 Languages & Core Development


🤖 AI • Data Science • Generative AI


⚙️ Engineering Ecosystem


🚀 Currently Exploring

Multi-Agent AI • Agentic AI • MCP • Federated Learning • Edge AI • Robotics • HPC • Distributed AI

🎯 Featured Expertise

🤖 Artificial Intelligence

  • Machine Learning
  • Deep Learning
  • Explainable AI (XAI)
  • Predictive Analytics
  • AI Model Optimization

🧠 Generative AI

  • Large Language Models
  • Retrieval-Augmented Generation (RAG)
  • AI Agents
  • Prompt Engineering
  • Agentic AI

👁️ Computer Vision

  • Image Classification
  • Object Detection
  • Medical Imaging
  • OCR
  • Image Segmentation

⚙️ AI Engineering

  • FastAPI
  • Model Deployment
  • MLOps
  • Docker
  • Kubernetes

☁️ Cloud & Systems

  • Distributed AI
  • GPU Computing
  • Edge AI
  • Cloud Deployment
  • High Performance Computing

🏥 Domain Expertise

  • Medical AI
  • Healthcare Analytics
  • IoT & Embedded AI
  • Explainable Healthcare Systems
  • AI Research

🚀 Flagship Projects

Every project below represents a production-grade AI system. Each repository includes documentation, architecture diagrams, deployment guides, and technical explanations.

Project Domain Status
🏥 Smart Hospital Digital Twin Medical AI 🚧
🤖 Multi-Agent AI Assistant Agentic AI 🚧
🧠 Medical Knowledge RAG System LLM 🚧
👁️ AI Medical Imaging Platform Computer Vision 🚧
📄 Intelligent Document Processing OCR + NLP 🚧
📈 AI Analytics Dashboard Data Science 🚧
⚙️ End-to-End MLOps Pipeline MLOps 🚧
☁️ Distributed AI Inference Engine HPC 🚧
📹 Real-Time Video Intelligence Computer Vision 🚧
🌐 AI Search Engine Information Retrieval 🚧
🤝 Federated Learning Framework Distributed ML 🚧
🚑 Edge AI Healthcare Device IoT + AI 🚧
💬 Enterprise AI Chat Platform LLM 🚧
📊 Healthcare Forecasting Platform Time Series 🚧
🔬 Explainable Drug Discovery AI Explainable AI 🚧
🛰️ Remote Patient Monitoring IoT 🚧
🧬 Precision Medicine Recommendation Healthcare AI 🚧
⚡ GPU Inference Optimization CUDA 🚧
🌍 AI Deployment Platform Cloud AI 🚧
🏆 AI Systems Engineering Capstone Full Stack AI 🚧

Legend

  • 🚧 Planned
  • 🛠️ In Progress
  • ✅ Completed

📊 GitHub Analytics

💡 Engineering Philosophy

"Great AI is not defined by the complexity of its models, but by the real-world problems it solves."

I believe in building AI systems that are:

  • Reliable
  • Explainable
  • Scalable
  • Ethical
  • Production-ready

Every project in this profile is built with the goal of combining strong engineering practices with practical AI solutions.

🤝 Let's Connect

I'm always interested in collaborating on:

  • Artificial Intelligence
  • Medical AI
  • Computer Vision
  • LLM Applications
  • MLOps
  • Open Source


Thanks for visiting my profile!

Popular repositories Loading

  1. QPIA-NEQR-Huffman-Image-Processing QPIA-NEQR-Huffman-Image-Processing Public

    This project implements a simulated quantum image processing pipeline that integrates NEQR (Novel Enhanced Quantum Representation) and QPIA (Quantum Pixel Inversion Algorithm) with classical Huffma…

    Python 1

  2. sdn-federated-iot-ids sdn-federated-iot-ids Public

    Privacy-Preserving Federated Deep Ensemble for SDN-Based DDoS and Intrusion Detection in IoT–Edge Networks

    Python 1

  3. Medical-AI-System Medical-AI-System Public

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  4. nitrostack nitrostack Public

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    The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.

    TypeScript 1

  5. MarketMind MarketMind Public

    Modern fintech-style trading simulator built with HTML, CSS, and JavaScript.

    JavaScript

  6. Antibioflim_Polymer_Ranking_Using_GAN Antibioflim_Polymer_Ranking_Using_GAN Public

    This project implements an interpretable surrogate modeling and generative design pipeline to predict and optimize antibiofilm performance of polymer surface materials using polynomial Ridge regres…

    Jupyter Notebook