I am a passionate and driven Master's student pursuing Master's in Computer Science specializing in Machine Learning at George Mason University with 3.89 GPA, having a rich background in Data Science and Machine Learning cultivated through 3+ years of work experience.

• Working as a Research Assistant under Professor Ziyu Yao in the domain of NLP.
• My work is focused on Information Extraction (IE) that generalizes well on unseen tasks in Large Language Models (LLMs) combined with instruction tuning.

• My role involved ideation, designing, and developing end-to-end ML models and data-driven solutions, improving operational efficiency, and decision-making for Fortune 500 client and enhancing product explainability.

• Languages: Python, SQL, DBMS, C, Java
• Technical Skills: Data Analysis, Data Science, Data Mining, Machine Learning, Natural Language Processing, Algorithms
• Tools: Pycharm, Jupyter, Tableu, GitHub, MySQL, Eclipse, Jira, Microsoft Office Suite

• Winner: Smart India Hackathon 2019 at National Level Hackathon organized by MHRD, Govt. of India.
• Top 3: Freeda Wake word ML Model Hackathon at HighRadius.
• Best Performer at Highradius: Awarded in Q3 2020, Q1 2021 & Q4 2021 at HighRadius.

• Dynamic Bus Routing System: Enhancing urban transit using dynamic bus allocations based on real-time data through YOLO object detection.
• Dynamic Traffic Management System: Developing a system to optimize traffic flow and reduce congestion through intelligent signal timing adjustments.

• Email: [email protected]
• LinkedIn: sweta-pati

• I love exploring new places!

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