Rohit Manvar

Software Engineer Intern (Data & Analytics Systems) at Faber Infinite (2026-01 – Present)

Developing a VSM Automation Tool to digitize and automate Lean Facility Design workflows, reducing manual mapping effort.

• Developing a VSM Automation Tool to digitize and automate Lean Facility Design workflows, reducing manual mapping effort.
• Built interactive and responsive frontends in React.js, enabling dynamic user workflows for project setup, process configuration, and data visualization.
• Designed and implemented a normalized PostgreSQL schema; built RESTful APIs in FastAPI powering real-time analytics dashboards and one-click exportable reports.
• Owned the full software lifecycle — requirements gathering, system design, development, testing, and deployment — delivering the production-ready tool.

Data Science Intern at Plasmid (2024-11 – 2025-05)

Built a recommendation system using similarity-based retrieval on real-world datasets to generate relevant and personalized suggestions.

• Built a recommendation system using similarity-based retrieval on real-world datasets to generate relevant and personalized suggestions.
• Implemented FAISS-based vector search with cosine similarity to enable fast and efficient nearest neighbor retrieval at scale.
• Structured and prepared datasets to ensure efficient processing and reliable model performance.
• Performed end-to-end data cleaning and feature engineering using Pandas and NumPy, and developed evaluation dashboards using Matplotlib and Seaborn to analyze model performance.

Master of Computer Applications in Computer Applications – The Maharaja Sayajirao University of Baroda (2024-08 – 2026-05)

Bachelor of Computer Applications in Computer Applications – Atmiya University (2021-09 – 2024-04)