04 selected projects

Work.

An exploration of data, machine learning, and the systems that make them useful. A closer look at the problems, process, and work behind each project.

01 / 04GENERATIVE AI / AUTOMATION

In progress

Modnance

A conversational finance assistant connecting Gemini, messaging platforms, and automated transaction workflows.

Python / Google Gemini / n8n

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02 / 04HEALTH ANALYTICS / DECISION SUPPORT

Prototype

StuntLytics

A child-health analytics workspace connecting regional evidence, risk mapping, and local screening workflows.

Next.js / FastAPI / Elasticsearch

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03 / 04MACHINE LEARNING / APPLIED AI

Prototype

MyCareAI

An emotion-aware AI assistant combining text classification, facial emotion recognition, and adaptive chatbot responses.

Python / TensorFlow / Flask

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Validator Panel initial data validation report and column mapping controls

04 / 04DATA SCIENCE / NLP

Completed

Social Data Validator

Data preparation and validation tooling for large social-media datasets at NoLimit Indonesia.

Python / Streamlit / Elasticsearch

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More project

More experiments, tools, and technical explorations.

Hybrid RecommenderRECOMMENDATION SYSTEMS AgriMindA LangGraph agent connecting PDF retrieval with structured agricultural datasets through FastAPI.RAG / DATA TOOLS Customer Support AgentRetrieval, response checks, evaluation, and human escalation in a LangGraph prototype.AGENT WORKFLOWS LLM adaptation experimentsLearning notebooks exploring supervised fine-tuning, RAG, and GRPO with Hugging Face tooling.FINE-TUNING / RAG Research AgentResearch across web, Wikipedia, and arXiv sources, with report generation and source links.TOOL-CALLING AGENTS Price TrackerWishlist and price-history tools with scheduled alerts. The scraper includes a mock fallback.MCP / SCHEDULING Fashion Product ETLAn academic extraction, cleaning, and loading pipeline for CSV, PostgreSQL, and Google Sheets.DATA ENGINEERING