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Chasing for the lowest cost function
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Chasing for the lowest cost function

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@CrashSnap @HPC-Gunadarma

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flxhrdyn/README.md

Felix Hardyan

AI Engineer | Deep Learning Enthusiast

LinkedIn Email Portfolio


Overview

AI Engineer specializing in architecting production-ready systems across Machine Learning and Deep Learning. I build Agentic AI workflows, Advanced RAG pipelines, and fine-tuned LLMs (PEFT/QLoRA), alongside real-time Computer Vision models using YOLO, bridging complex algorithms with real-world business requirements.

My deployment experience spans Docker and Azure (ACR/AAS) for scalable, production-grade ML systems. I have also mentored 100+ learners in end-to-end Data Science and delivered technical AI training to international academics.


Tech Stack

Programming

Python SQL JavaScript

AI & Machine Learning

TensorFlow Keras PyTorch Scikit Learn OpenCV Ultralytics NLTK LangChain HuggingFace MediaPipe

MLOps & Deployment

FastAPI Docker Google Cloud Streamlit Git GitHub

Data & Databases

Pandas NumPy Qdrant Microsoft SQL Server Oracle SQL Developer


GitHub Stats

Felix Streak

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  1. Sekilas.ai Sekilas.ai Public

    WIP Agentic-RAG system that automates scraping RSS feeds to generate AI-powered daily insights.

    Python

  2. Omnius Omnius Public

    Omnius is a professional media intelligence platform that implements Robert Entman's (1993) framing theory to automatically dissect online news narratives.

    TypeScript

  3. InvenioAI InvenioAI Public

    InvenioAI is a document Q&A system built with FastAPI (backend) and Streamlit (frontend). It runs a Advanced RAG pipeline backed by LangChain and Qdrant.

    Python

  4. iot-predictive-maintenance iot-predictive-maintenance Public

    An end to end Machine Learning Operations project designed to predict industrial machine failure.

    Jupyter Notebook

  5. LUCIAN LUCIAN Public

    LUCIAN (Lung Carcinoma Histopathology Imaging & Analysis) is an AI-powered web application for classifying lung tissue types from histopathology slides using a fine-tuned ConvNeXt-Base model.

    Jupyter Notebook

  6. CrashSnap/machine-learning CrashSnap/machine-learning Public

    CrashSnap Machine Learning Repository

    Jupyter Notebook