AI Researcher & Full-Stack Developer
Professional progression from systems engineering toward research-focused machine learning. Current focus reflects intentional trajectory toward PhD-level research in probabilistic AI and statistical foundations.
Amrita Vishwa Vidyapeetham
Research Value
Integrates classical statistical inference with modern deep learning architectures. Emphasizes uncertainty-aware modeling for interpretable, deployable AI systems grounded in statistical rigor.
Rinex Technologies Pvt. Ltd. & Hipla Technologies
Research Value
Applied security principles to system-level threat modeling and mitigation—applicable to robust, adversarial-resistant AI systems.
Chegg India Pvt. Ltd.
Research Value
Deepened statistical foundations and technical communication—essential for research publication and knowledge transfer.
Career Trajectory: Systematic progression from full-stack systems development toward research-focused machine learning and probabilistic modeling. Early experience in security architecture and systems design established foundational understanding of computational constraints, scalability requirements, and principled engineering practices. Current focus on healthcare AI and uncertainty quantification represents intentional transition toward PhD-level research. Production experience directly informs research priorities: deployed systems must be reproducible, computationally efficient, and rigorously validated.
Deep learning system for automated wound detection, segmentation, and classification with clinical decision support.
Technologies
Real-time wound analysis with treatment recommendations for clinical and remote settings
Modular robotic pipeline integrating perception, planning, and actuation with real-time object detection and feedback control.
Technologies
End-to-end system combining perception and actuation with sub-100ms latency
Reinforcement learning model optimizing traffic signal timings with custom simulation environment and policy evaluation.
Technologies
15-20% improvement in traffic flow over traditional fixed-timing systems
Secure login system with multi-layer defense against SQL injection, XSS, and unauthorized access.
Technologies
Defense-in-depth architecture with proven security audit compliance
Secure social networking platform for Amrita University with encrypted REST APIs and optimized mobile architecture.
Technologies
Modular architecture with <50MB memory footprint on resource-constrained devices
Full data pipeline for trip data cleaning, analysis, and visualization with trend discovery and pattern identification.
Technologies
Data-driven insights into pickup patterns, fares, and passenger behavior
Low-level system design implementing complete computing stack from HDL gates through virtual machine architecture.
Technologies
Foundational understanding of computing abstraction layers and systems design