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Ikrar06/README.md

Ikrar Gempur Tirani

Informatics Engineering Student — AI / Machine Learning · Makassar, Indonesia

Portfolio LinkedIn Hugging Face Email

I build NLP and retrieval-augmented generation systems — owning the pipeline from data and model training through to deployment and serving.

Informatics Engineering student (AI track) at Universitas Hasanuddin, focused on LLM applications and applied machine learning. Five years of design and creative-team leadership shape how I build: user-centered and well-documented.

Currently

  • Building a production RAG assistant for Universitas Hasanuddin — LlamaIndex · Qdrant · vLLM · FastAPI, with role-based access and semantic caching
  • Leading Creative Media at GDGoC UNHAS — organizing developer community events and driving the division's visual content

Tech

ML & Data

ML

LLM / RAG

LlamaIndex Qdrant vLLM BGE Reranker Hugging Face Ollama

Backend & Infra

Backend

Frontend & Mobile

Frontend

Design

Design

GitHub

GitHub Stats Top Languages

Open to Data Science / ML internships and research collaborations.

Pinned Loading

  1. fake-review-abm-llm fake-review-abm-llm Public

    Simulating the economic impact of fake review campaigns on e-commerce conversion rates using LLM-powered Agent-Based Modeling (Llama 3.1).

    Python 1

  2. pustu-anamnesis-chatbot pustu-anamnesis-chatbot Public

    Production-ready medical chatbot achieving 92.61% intent classification accuracy using Multinomial Naive Bayes for Indonesian Puskesmas healthcare anamnesis workflow. Automated training data genera…

    Jupyter Notebook 1

  3. aspect-based-financial-sentiment aspect-based-financial-sentiment Public

    Forked from al-haritsa/PROJECT-ABSA

    Fine-tuned RoBERTa-base model for aspect-based sentiment analysis on 10,686 financial news headlines achieving 86.67% accuracy on entity-level sentiment classification with comprehensive handling o…

    Jupyter Notebook

  4. MyFriends-app MyFriends-app Public

    Production-ready emergency SOS app with multi-layered persistent notification system (foreground + background + 60 scheduled alarms), real-time location sharing, and comprehensive contact managemen…

    Dart 1

  5. self-driving-car-rl self-driving-car-rl Public

    Deep RL racing simulator with DQN & PPO agents, side-by-side comparison training, model evaluation, and interactive track builder. Built with PyTorch and Pygame.

    Python

  6. qr-generator-web qr-generator-web Public

    A modern, professional QR code generator built with Next.js 14, TypeScript, and Tailwind CSS.

    TypeScript