Featured Projects.
Deep dive into my work in AI, Machine Learning, and Data Engineering.
AI-Agent: Job Market Intelligence
Transforming unstructured job descriptions into professional summaries and extracted skills using Gemini AI and custom Prompt Engineering. Optimized for high-precision JSON output and token efficiency.
OmniJob-Scraper: Multi-Platform Crawler
Modular web scraping system designed to harvest real-time data from Seek, Indeed, and Jora. Features an interactive CLI for targeted data acquisition based on specific market needs.
Customer Intelligence & KPI Dashboard
End-to-end pipeline transforming thousands of Google Reviews into actionable insights. Uses Regex for automated staff-mention extraction and service categorization, visualized in Looker Studio.
Face Emotion Recognition System
Computer vision system using PyTorch and Transfer Learning (ResNet-18, EfficientNet) to classify human facial emotions. Features dynamic training with custom callbacks and fine-tuning.
Heart Disease Risk Prediction
Supervised learning model using Random Forest to assess cardiovascular risk. Includes thorough EDA and feature importance analysis to provide interpretability for clinical support.
Advanced Text Summarization Benchmarking
Comparative study of abstractive summarization using Pegasus and T5 Transformer models, evaluated using ROUGE metrics to measure the quality of AI-generated summaries.
Let's build something intelligent.
I'm currently looking for new opportunities in AI & Machine Learning. Feel free to reach out to discuss how we can leverage data together!
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