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Chasing for the lowest cost function
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Chasing for the lowest cost function
11 followers · 10 following
  • PT Astra Visteon Indonesia
  • Jakarta, Indonesia
  • 00:46 (UTC +07:00)
  • LinkedIn in/felixhrdyn

Achievements

Achievement: Quickdraw

Achievements

Achievement: Quickdraw

Highlights

  • Pro

Organizations

@CrashSnap @HPC-Gunadarma

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flxhrdyn/README.md

Felix Hardyan

AI Engineer | BNSP Certified Data Scientist | Generative AI, NLP, and Computer Vision

Building production-ready AI systems - from Data Science to Gen AI.

LinkedIn Email Portfolio

About Me

I'm an AI Engineer focused on architecting production-ready Machine Learning and Deep Learning systems. My experience spans building Agentic AI workflows, Advanced RAG pipelines, fine-tuning LLMs (PEFT/QLoRA), and real-time Computer Vision models using YOLO. I bridge complex algorithms with real-world business requirements, from model experimentation through to production-grade deployment on Docker and Azure.

Beyond building systems, I actively share this expertise: I've mentored 100+ learners through end-to-end Data Science programs and delivered technical AI training to an international academic audience.

Currently exploring: Agentic AI, RAG, and Gen AI.

Tech Stack

Programming

Python SQL JavaScript

AI & Machine Learning

TensorFlow Keras PyTorch Scikit Learn OpenCV Ultralytics NLTK LangChain HuggingFace MediaPipe

MLOps & Deployment

FastAPI Docker Microsoft Azure Streamlit Git GitHub

Data & Databases

Pandas NumPy Qdrant Microsoft SQL Server Oracle SQL Developer

GitHub Stats

Felix Streak

📩 Open to AI Engineer / Data Scientist opportunities

For collaboration or work opportunities, feel free to reach out: felixhardyanwork@gmail.com

Pinned Loading

  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