Smrithi Narayan Email & Phone Number

Alpharetta, Ga, Us

Atlanta, Georgia , Us

• Contributed to creation of Popsign AI, a game app with a word recognition system utilizing Hidden Markov Models to interpret ASL gestures in videos, achieving an 85% accuracy on HMM through training and optimization on a dataset.• Led a team in a research study to enhance accessibility for color blind users by conducting interviews with users.• Utilized Figma and Unity to implement a UI redesign of Popsign, incorporating iterated user feedback.

New York, Ny, Us

• Implemented an enterprise web app to manage a usecase repository securely, using UiPath products and API.• Engineered AI-driven SQL stored procedures and UiPath workflows to automate data extraction, transformation, and reporting, cutting ETL process time for sales support teams by 99%.• Enhanced data retrieval speed and system efficiency through database normalization, relevant ERD mapping, and performance tuning, ensuring high-quality data pipelines and robust analytics capabilities.

Navi Mumbai, Maharashtra, In

• Developed a Python-based web application using Flask for efficient data processing and analysis of consumer habits.• Implemented a machine learning algorithm in the backend, leveraging XGBoost, to preprocess data, predict trends, and detect anomalies in large datasets collected by telecom tower servers.• Achieved 30% improvement in prediction accuracy and processing speeds by integrating data parallelization using Ray libraries.

• Conducted comprehensive research on 100+ Venture Capitalist (VC) companies, employing quantitative analysis to discern the key criteria influencing their investment decisions.• Devised and executed intricate Excel-based reports to assess the performance and viability of VC firms, resulting in actionable insights for strategic decision-making.

Bachelors + Masters, Computer Science

High School Diploma