projects .

CiteReady — AI Search Visibility Auditor

Developed a pioneering AI Search Visibility Auditor (SaaS) for LLM engines. Engineered the core NLP evaluation logic to dynamically restructure web content into prompt-friendly formats, directly increasing accurate AI citations.

Bilingual Agentic AI Dataset

Synthesized a comprehensive 1,182-item bilingual (ID-EN) dataset covering 8 complex agentic AI categories via local Ollama instances at zero cost. Published globally on Hugging Face as an open-source baseline.

MLOps Churn Prediction

Engineered a production-ready ML pipeline for Telco Churn prediction with end-to-end experiment tracking via MLflow. Integrated Prometheus and Grafana for real-time performance monitoring and drift detection.

IoT Honey Quality Monitoring

Real-time 5-sensor IoT system with K-NN classifier achieving 88.25% predictive accuracy across all test batches. Hardware includes ESP32, DHT22, MQ-135, TDS, and LDR sensors.

GrowMate — Collaboration Platform

Architected a full-stack platform to match users by shared skills. Implemented real-time matchmaking algorithms and role-based security protocols using PostgreSQL for a highly secure user experience.

PDF Summarizer

A smart document processing tool that automatically summarizes dense PDF files, enabling users to quickly extract key insights without reading through pages of text.