Sudarshana Sudheendra Rao
Machine Learning Engineer
Current Master's student with the ability to apply strong analytical thinking, problem-solving skills in a fast-paced environment, and can help improve the organization’s productivity. Motivated to obtain a full-time job in Machine Learning/Data Science/Software Engineering. I expect the organization to provide me with challenging opportunities to exhibit my knowledge, skill sets and talent, thereby understanding the vision and contributing to its profitability. Also, I would like to work in an employee-friendly environment that enables my personal and professional growth.
Careers
Research Assistant
The Walt Disney Company
- Researched and analyzed human interaction with an AI (Nobu) to improve the AI’s Automatic Speech Recognition (ASR). Optimized the decision tree algorithm to augment the AI's responses.
- Managed the interaction sessions (data collection) by assigning participants to the respective time slots.
Summer Intern
ennVee Solutions Private Limited
- Developed UiPath Studio ReFramework bots for E-commerce, automating purchase order ID generation for on-time deliveries. Programmed a bot to fill Google forms from Excel inputs, reducing hiring time by 25%. Built a bot to extract and analyze emails into Excel, boosting productivity. Implemented web data extraction bot into MS Excel, saving 15% of buyer's time. Coded complaint ticket generation bot, enhancing customer service.
Education
University of Southern California
Electrical Engineering (Machine Learning & Data Science)
B.M.S. College of Engineering
Electronics and Instrumentation Engineering
My projects
FAQ Generator
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Utilizing RAG-Token architecture, enhanced FAQ generation by fine-tuning LLM. Created dataset from the top 100 US universities' CS admission requirements. Targeting 10% improvement in FAQ accuracy/relevance over baseline transformer.
Role: Scrapped the data to create dataset
Completed: 4/2024
Live project:
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