Applied AI System
End-to-end weather intelligence application combining data retrieval, feature engineering, sequence modeling, experiment tracking, Streamlit delivery, LLM summaries, and cloud-ready infrastructure.
Projects
Full technical case studies.
Each project is framed as a technical case study: what problem it addresses, how it was built, what tools were used, what decisions mattered, and how the work connects software, data, analysis, or applied AI.
AllApplied AI SystemData ProductForecasting WorkflowNLP ExperimentAI ProductAnalytical ModelingExploratory AnalysisComputer Vision System
Data Product
Cloud-based retail analytics workflow that moves raw transaction data through storage, orchestration, transformation, validation, warehouse delivery, and business reporting.
Forecasting Workflow
Energy-market analysis and forecasting workflow combining cloud storage, orchestration, transformation, modeled warehouse layers, Prophet forecasts, and BI delivery.
NLP Experiment
Transformer-based text classification study that benchmarks BERT-family embeddings, neural classifier heads, imbalance strategies, and evaluation diagnostics for Reddit popularity prediction.
AI Product
Semantic recommendation application that turns natural-language reading intent into embeddings, retrieves relevant books, presents results in Streamlit, and logs feedback for improvement.
Analytical Modeling
Customer behavior analysis workflow that prepares transaction data, builds unsupervised segments, visualizes structure, and evaluates cluster quality.
Exploratory Analysis
App-market analysis workflow that cleans Google Play metadata, converts mixed-format fields, aggregates category-level behavior, and creates interpretable visual outputs.
Computer Vision System
Classical computer-vision workflow that detects circular traffic signs using C++, OpenCV, grayscale preprocessing, Canny edge detection, and Hough Circle Transform.