I developed time-series forecasting models for financial analytics, achieving over 90% accuracy for budgeting and financial planning. I also generated insights for investment strategy and risk management.
In mining industry analytics, I built a Python predictive maintenance model to forecast equipment failures and analysed operational and environmental datasets to identify trends and optimisation opportunities.
For small business analytics, I designed Power BI dashboards to monitor KPIs and automated monthly reporting workflows, cutting reporting cycle time by 30%.
I built and deployed end-to-end data applications and REST APIs using Streamlit and FastAPI, integrating LLM-powered features with LangChain and Hugging Face. My work spans finance, mining, business intelligence, and environmental sustainability.
