Badges
Certifications
Work Experience
Research and Development Intern
Johnson Controls Hitachi•  January 2023 - June 2023
- Engineered an end-to-end pipeline using machine learning, deep learning, and statistical algorithms to detect malfunctioning indoor/outdoor units. On average, this resulted in a 21% reduction in maintenance time for HVAC systems. - Devised an efficient and effective data fetching pipeline leveraging REST API calls, resulting in a 41% reduction in data retrieval time on average, thus maximizing the system's efficiency.
AI/ML Intern
Northern Trust•  June 2022 - August 2022
- Implemented DistilBERT, a state-of-the-art Transformer model for email classification, leveraging Exploratory Data Analysis (EDA) to clean and preprocess the dataset by removing information that induces bias in the model. - Developed a FastAPI-based dashboard to showcase email categorization and confidence scores for each category. - Created an embeddings-based cognitive search engine with similarity scoring, featuring a user-friendly dashboard for query input and tabular results sorted by similarity score. Achieved 92.5% precision in retrieving accurate document, paragraph, and line numbers, resulting in a 20% increase in organizational productivity.
Education
State University of New York at Stony Brook
Computer Science, MS•  August 2023 - Present
Nirma Institute Of Technology, Ahmedabad
Computer Science & Engineering, B.Tech•  July 2019 - June 2023