Sai Tarun Sirapurapu — Software Engineer, Machine Learning
Software engineer building ML pipelines, deep learning systems, and production full-stack applications. MS in Computer Science from the University of Dayton. Currently shipping enterprise React and TypeScript at Reynolds and Reynolds.
Selected work
- AI News Curator — full-stack news aggregation using transformer models for abstractive summarisation, named-entity recognition, and keyword extraction; cosine similarity and LDA topic modelling to rank articles. Java, Spring Boot, Hugging Face, Docker.
- RealityStream (Model Earth) — led a model-generation pipeline feeding geospatial and temporal data to six ML models, with conditional imports so only the selected models load. Python, XGBoost, scikit-learn.
- Real-time robotic object detection — ROS2 and YOLOv8 system detecting and classifying Mars rocks across multi-camera input. Python, OpenCV, Docker.
Experience
- Developer, Reynolds and Reynolds — Dayton, Ohio (Aug 2025 – present)
- Open-source ML contributor, Dream Studio / Model Earth (2025)
- Graduate assistant in deep learning, University of Dayton (2023 – 2024)
- Software engineer, CGI — Bangalore, India (2020 – 2022)