Aarish Maqsood account profile

- Designed a custom regression framework with advanced feature engineering, improving evapotranspiration (ET) prediction accuracy. - Built a unified multi-crop ET pipeline that consistently outperformed individual crop models. - Integrated open-source raster and spatial datasets to extract climate indicators for agricultural and hydrological analysis. - Developed a scalable Hugging Face LLM pipeline to generate localized predictions, ensuring broader usability and long-term scalability.

- Designed AI solutions for healthcare diagnostics, improving accuracy and enabling earlier detection. - Built real-time people-counting and crowd management systems and financial forecasting/optimization models. - Developed deep learning pipelines and advanced audio-visual generation models deployed on AWS. - Delivered interactive analytics platforms for climate-energy and mobility insights. - Automated workflows with VBA macros and optimized business processes, achieving improved efficiency.

- Developed stacked ML models to forecast stock prices over multiple horizons, achieving low RMSE and reliable predictive accuracy. - Built and deployed a scalable AWS pipeline delivering real-time trading insights within seconds. - Enabled profitable trading strategies by providing actionable signals that reduced risk exposure and improved entry/exit timing. - Built and deployed a scalable AWS pipeline delivering real-time trading insights within seconds, ensuring high operational efficiency.