Shreyas Rane

Detail-oriented software engineer and MSc Advanced Computer Science student at the University of Manchester with 2.5+ years of industry experience in corporate software development and process automation. Successfully leveraged solid backend development foundation into AI and NLP Engineering. Proven experience developing computer vision logic and automated text parsing scripts in production environments.

Working on engineering local Retrieval-Augmented Generation (RAG) systems with Small Language Models (SLMs), as well as investigating interactive NLP evaluation loops for a future dissertation.

Software Developer Engineer (Assistant Manager) - Reliance Jio Infocomm Limited

(2023-03 - 2025-08)

• Data Architecture & Pipelines: Created optimized Data Dictionary structures (tables, views, schemas) and implemented complex Remote Function Calls (RFCs) for secure synchronization of backend corporate data with front-end dashboard interfaces.
• Process Automation & Validation: Developed custom automated workflows for high-volume Financial modules (PF/NPS) that significantly reduced manual human intervention, while ensuring strict data-validation accuracy.
• Legacy Migrations & Refactoring: Technical migration of complex legacy components (Webdynpro) to centralized systems. Custom module logic creation and legacy code refactoring for performance.
• AI & Computer Vision: Developed standalone Python automation scripts utilizing Haar Cascade Classifiers to process biometric features (ear recognition) for digital recruitment systems.
• Text Parsing & Intelligence: Engineered an internal document-intelligence script designed to parse candidate attachments, verifying signature objects, and structuring unformatted metadata.

Master of Science - Advanced Computer Science - University of Manchester (2025-09 - 2026-09)

Bachelor of Engineering - Computer Engineering - University of Mumbai (2018-08 - 2022-08)