Hi, I'm Amogh!
I leverage machine learning and data analytics to derive impactful insights.
Nice to meet you!
I am a student currently pursuing my Master’s degree in Business Analytics at UT Dallas. My experience includes optimizing data pipelines for faster processing and developing machine learning algorithms to tackle real-world problems.
My core competencies lie in Python, PySpark, SQL, and cloud tools like Azure Synapse and Power BI, and I hold certifications in Applied Machine Learning from UT Dallas and a Data Analytics certifications from Google.
Experience
August 2024 - December 2024
Software Development and Data Engineering intern, KTech Products LLC
- Engineered and optimized data pipelines that increased data processing efficiency by 40%, enabling faster analytics and reducing ETL runtime by 30%.
- Developed and tested key software features that improved system efficiency, leading to a 15% reduction in processing time. Actively collaborated in code reviews, that identified and resolved 30+ critical issues overall, enhancing code quality.
June 2024 - August 2024
IT intern – Investment and Data Analytics, Teacher Retirement System of Texas
- Leveraged PySpark to integrate client API for data import, significantly reducing file drop incidents compared to SFTP. Implemented comprehensive data processing, including indexing, to ensure data integrity and optimal query performance in SQL Server Management Services.
- Participated in migrating SSIS Packages to Azure Synapse as part of an agency-wide modernization initiative to reduce file drops and ensure smooth pipeline operations with a very low failure rate.
Projects
Machine Learning Project Collection
A collection of ML projects showcasing data preprocessing, feature engineering, model development, and performance evaluation across classification, regression, and clustering domains. The focus is on real-world applications, data-driven insights, and model optimization using frameworks like SK Learn and PyTorch.
Driver Truck Analysis
Conducted in-depth analyses on variables like velocity and location, identifying key correlations with the risk factor, contributing valuable insights for strategic decision making in the transportation sector.
Web Portfolio
A web portfolio that I designed and built from scratch. The site features responsive design, interactive elements, and smooth navigation for an engaging user experience. Highlighting my projects, skills, and professional journey, it represents my capabilities comprehensively.