Umar Ahsan

Background

About Umar Ahsan

Seasoned Data professional with 6+ years of experience in advanced analytics and machine learning with expertise in building, optimizing and maintaining scalable ETL/ELT pipelines.• Engineered sophisticated ML solutions on both structured and unstructured data using Python, Pandas, Numpy, and R, leveraging advanced algorithms for high-impact results.• Hands-on experience with cloud platforms such as Azure (Data Factory, Databricks, Synapse) and AWS (S3, Lambda, Kinesis), implementing modular and scalable data solutions.• Mastered analytics visualization with top tools like Tableau, PowerBI, Plotly, and Matplotlib, delivering actionable insights and strategic intelligence.• Expert in data ingestion, transformation, and orchestration using technologies such as Python, PySpark, SQL, and Spark, leveraging distributed computing frameworks.• Enhanced model performance and process efficiency through cutting-edge optimization techniques with Optuna and SciPy.• Expert in cloud platforms including AWS, GCP, and Azure, designing and deploying scalable data solutions that meet evolving business needs.• Excelled in predictive analytics with ML Modelling, statistical analysis, and integration of spatial and timeseries data to forecast and drive strategic outcomes.• Pioneered advanced deep learning solutions using TensorFlow, PyTorch, and Scikit-Learn, alongside LLMs (GPT, Llama, BERT) to advance model capabilities.• Proficient in version control and MLOps with Git, streamlining code management and accelerating deployment processes for robust solutions.• Led projects with agile precision using Miro, Primavera, Agile methodologies, Sprints, and Azure DevOps, ensuring timely and successful delivery.• Adept in Microsoft Office Suite, including MS Word, MS Excel, Access, PowerPoint, and Outlook, for comprehensive documentation and seamless communication.• Published 3 research papers in big data, artificial intelligence, internet of things and distributed processing.