Hi, I'm
FURQAN
Fresh graduate in Informatics from Universitas Syiah Kuala. I build end-to-end data solutions — from ML models and data pipelines to backend APIs and cloud infrastructure. An avid Kaggle competitor who enjoys tackling real-world data challenges and continuously sharpening problem-solving skills through competition.
// WHAT I WORK WITH
SKILLS & TOOLS
Languages & Libraries
Machine Learning
Deep Learning
Data & Cloud
MLOps & Tools
Visualization & BI
Workflow Automation
AI Agents & Agentic Design
// WHAT I'VE BUILT
PROJECTS
Satria Data 2024 — Election Tweet Analysis
Classified Indonesian election tweets into 8 categories using fine-tuned IndoBERT. Extended to sentiment analysis, topic modeling with BERTopic, and network visualization with Gephi. Advanced to the national final round.
VOCABOT — Indonesian Voice Chatbot
End-to-end voice-based chatbot for Indonesian language. Integrates Whisper.cpp (STT), Gemini API (LLM), and Coqui TTS in a FastAPI backend with a Gradio web interface.
ROGII — Wellbore Geology Prediction
Building a model to automate wellbore geology prediction and contribute to drilling operations in the oil and gas industry.
BirdCLEF+ 2026 — Acoustic Species Identification
Acoustic species identification in the Pantanal, South America. Building audio classification models to identify animal species from field recordings.
Children's Automatic Speech Recognition — Phonetic Track
Developed automatic speech recognition models that produce phone-level IPA transcriptions of children's speech. DrivenData competition 2026.
Children's Automatic Speech Recognition — Word Track
Developed automatic speech recognition models that produce word-level transcriptions of children's speech. DrivenData competition 2026.
Drowsiness Detection for Human Safety
Built a computer vision model to detect drowsiness in real-time for human safety applications. Kaggle competition, November 2025.
MABe — Social Action Recognition in Mice
Detected unique social behaviors from pose estimates of mice using sequence modeling. Kaggle competition, September–October 2025.
// MY JOURNEY
EXPERIENCE & EDUCATION
WORKEXPERIENCE
Research Intern — PURE Program
Sabancı University, Istanbul, Turkey
Engineered a data processing pipeline using AI Agents and prompt engineering to transform unstructured OER text into structured format. Fine-tuned Mistral and GPT-OSS models for generating structured training modules. Presented research findings through a mid-program review and final research poster.
Data Engineer Intern
Ministry of Foreign Affairs of the Republic of Indonesia, Jakarta
Built data models and databases for the Investolink application backend. Conducted ETL processes and data scraping for the SIDE economic diplomacy dashboard, sourcing Trade, Tourism, Investment, and Services (TTIS) data from UN Comtrade, Trademap, and OECD.
Lab Assistant
Syiah Kuala University, Aceh, Indonesia
Supported labs for Data Structures & Algorithms, C Programming, Computer Networks, NLP, Machine Learning, and Big Data. Developed and implemented specialized lab modules for NLP and ML courses using contemporary tools and methodologies.
EDUEDUCATION
Bachelor of Informatics
Syiah Kuala University, Aceh, Indonesia
GPA: 3.86 / 4.00. Research focus on NLP and machine learning. Supervised by Prof. Dr. Taufik Fuadi Abidin, S.Si., M.Tech. Thesis advised by Razief Perucha Fauzie Afidh S.Si., M.Sc.
Machine Learning Cohort
Bangkit Academy led by Google, GoTo & Traveloka
Intensive bootcamp with individual learning and a capstone project integrating mobile development, cloud computing, and machine learning in a multidisciplinary team.