Work Experience

Nokia Bell Labs

Jun 2025 - Aug 2025 | Murray Hill, NJ, USA

Led development of an end-to-end multimodal LLM and multi-view stereo pipeline to automate querying of complex 3D scenes by building structured scene embeddings from RGB images, reducing manual annotation effort by ~95%
Built an interactive visualization layer with 3D Gaussian splats enabling users to query scenes through a chat interface
Improved performance over diverse lighting conditions, heterogeneous sensors, and challenging occlusions (10+ cases), ensuring system robustness across diverse data-collection pipelines (accuracy variance < 5%)
Enhanced the Gaussian Splat reconstruction framework using accurate ChArUco-board calibration, yielding ~25% higher geometric fidelity and ~18% better depth precision (patent submitted)

Jun 2023 - Jul 2024 | Bagmati, Nepal

Fine-tuned Whisper models for automatic speech recognition (ASR) of 13+ Indic Languages to caption video-based explanations of undergrad computer science coursework, eliminating manual effort of translation
Integrated the ASR module into the University’s learning management system, improving student engagement by ~60%
Built a BERT + classical NLP based dynamic quiz-generation system that extracts key content, performs negation and word sense disambiguation, and auto-creates customizable quizzes, boosting average student performance by 23%

Nov 2022 - Jun 2023 | Mumbai, MH, India

Led the development of an automated fraud detection system processing 50K+ daily transactions, achieving 94% accuracy and flagging suspicious transfers for manual review
Deployed production-ready ensemble models to score client risk from financial profiles, achieving 92% accuracy and strengthening end-to-end decision-making in compliance workflows