Hamza Usman Ghani Email & Phone Number

Karachi Division, Sindh, Pakistan

Karachi Division, Pakistan

- Developed Demand Forecasting and Asset Failure models using LSTM, RNN, Prophet and ARIMA algorithms for strategy planning, resulting in better decision-making and cost savings.- Utilized MLOps techniques using Azure ML Studio for streamlined and batched machine learning workflows, resulting in quicker turnaround times and reduced errors in deployment.- Led the data bank project, streamlining data pipelines and reducing adhoc requests by 30%, enabling quick reporting, ensuring data governance and informed decision-making.

Karachi Division, Pakistan

• Developed a predictive model using LSTM and CNN both for identifying faulty batteries, which has led tosignificant cost savings and improved operational efficiency• Implemented MLOps pipeline on EC2 including batch processing, model evaluation and re-training to ensureoptimal model performance and accuracy over time• Orchestrated Python scripts using AWS Lambda, DynamoDB, Elasticsearch, SQS, and CloudWatch tofacilitate efficient and reliable execution of serverless applications• Utilized advanced analytics and statistical analysis in Pandas to develop multiple reports and scorecards thatprovided valuable insights and recommendations to support business decision-making.• Developed dashboards using AWS QuickSight and Kibana, enabling stakeholders to easily access andunderstand complex data, leading to data-driven decision-making.

Karachi Division, Pakistan

• Built logo detection model using Mask R-CNN and YOLOv4 to avoid legal risks associated with copyrightinfringement• Developed an ETL pipeline in Python that loads scraped real estate data into a MySQL database, helping thecompany in its efforts to acquire new end-users and enhance its marketing strategies.• Developed a model using NLTK to summarize real estate property descriptions into categories such as features,amenities, condition, and value.

Karachi Division, Pakistan

» Learned about different processes in National Meteorological Communication Center (NMCC) and Climate Data Processing Center (CDPC)

Bachelor Of Engineering - Be, Computer And Information Systems Engineering, 3.526 / 4.0

Activities and Societies: ACM, NED Enterpreneuship Society, IEEE , AI Club, NED Photography Society

Intermediate, Pre-Engineering, A+