Anuja PatilI am a Master of Science student in Computer Science at Clemson University where I am studying software engineering with a concentration on software design and development approaches. Through my coursework and projects, I have developed skills in areas like web development, cloud computing, and data science. I have a particular interest in leveraging advancements in cloud platforms and AI to build innovative web applications and engaging digital experiences. |
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Work Experience
Machine Learning Engineer |
Clemson University, Clemson University, SC, USA |
Jan’24 - Present
- Implementing a SARIMAX time series model to accurately forecast the building's power consumption based on occupancy, weather data, and historical usage, to enable optimized HVAC scheduling and reduced energy costs.
- Developed an XGBoost model to predict the occupancy of the building 30 minutes in advance, leveraging historical occupancy data, environmental factors, and building usage patterns
Graduate Researcher |
Human-AI Empowerment,
Clemson University, SC, USA |
May’23 - Aug’23
- Reduced text recognition error rate by 25\% leveraging TrOCR capabilities for timestamp analysis in post-processing pipeline and increased object tracking accuracy from 62\% to 70\% using state-of-the-art Segment Anything model for real-time video analysis.
- Integrated SQLite database connections into the system, enabling comprehensive window activity logging and retrieval - crucial for monitoring active windows during video processing.
Software Engineer |
Happiest Minds Technologies,
Bengaluru, India |
Aug’20 - Jun’22
- Authored and executed over 20 comprehensive test plans and 200+ tests leveraging Java, Selenium, and TestNG, resulting in a 15\% reduction in critical software defects.
- Collaborated with 3 engineering teams to design automated Selenium test frameworks with Java, increasing test coverage by 20\% for rapid validation of new features.
- Pioneered a new test automation suite using Cucumber and Serenity for migration to an online environment, facilitating smooth transition and acceptance test-driven development.
- Implemented REST API automation framework using RestAssured, achieving a 20% increase in test coverage and a 35% reduction in regression testing time.
- Guided 2 junior engineers through code walkthroughs, design reviews, and knowledge sharing around test automation best practices.