Rishi Nopany

AWS Developer Documentation: Core Platforms, Data Resource Engine for Analytics, Metrics, & Streaming

UTA for CS2110: Computer Organization and Programming UTA for CS4400: Introduction to Databases

- Architected a Langchain-powered micro-service to provide in-context descriptions for over 300 different AWS services and solutions, enhancing the user reading experience and leading to a 12% user retention rate - Engineered a machine learning pipeline utilizing sentence transformers and keyphrase vectorizers, achieving 95% accuracy in identifying technical terms within AWS documentation - Developed and integrated large language models (Claude 3 Sonnet and Haiku) to automatically generate concise definitions, improving documentation clarity and reducing customer support queries by 18% - Optimized the microservice for scalability and performance, resulting in a 23% reduction in latency and an 8% improvement in response time

- Part of a 30+ person committee handling a $2 million investment portfolio for Georgia Institute of Technology. - Served as an analyst in the energy and quant sector. - Automated a discounted cash flow analysis algorithm, achieving a 200% portfolio value increase in a 10-year backtest period.

- Employed NLP (BERT) models and Naive-Bayes classifiers to automate product review rejection, resulting in a 15-hour monthly reduction in staff hours while enhancing efficiency - Leveraged text vectorizers and large-scale NLP models to successfully implement keyword extraction for product review tags, resulting in an 12% increase in user website interaction - Created anomaly detection algorithms using Pandas and NumPy, curbing human error and driving a 5% revenue upswing across five product categories - Engineered algorithms that efficiently prune inactive SKUs, resulting in an improvement in cache performance and accelerated searches across both mobile and web platforms

- Architected an interactive Q&A chatbot that uses keyword extraction, cosine similarity, and ML to answer student questions - Devised an intelligent tutoring system catering to programming-intensive electrical engineering courses, driving student retention and performance - Pioneered the shift to a vector search engine model (Weaviate) to reduce run-time and enhance accuracy, improving search capabilities of the chatbot

- Created a web application using Python (Flask) and JavaScript to make learning easier for students - Most popular student-led IB Education App in India, garnered 1,000,000+ views & 300,000+ users - Made key decisions about the web app and collaborated with over 50+ contributors from various parts of India

Undergraduate TA for Computer Organization and Programming, and Introduction to Databases. Skills: Assembly Programming · C Programming · Instruction Set Architecture · Database Management · Information Security · Data Structures & Algorithms · Agile Development · Java Programming