I bridge the gap between Research AI and Production Engineering.
My work focuses on the intersection of theoretical AI research and practical, scalable engineering.
I actively contribute to the field of AI, specifically in Context Distillation and Multimodal Learning.
| Type | Publication / Paper | Links |
|---|---|---|
| Preprint | Incremental Context Distillation (ICD): A Tiered Memory Architecture Proposed a Short-Term/Long-Term memory system for LLMs. • Achieved 78% reduction in token load. • Achieved 98% Context Retention Score (CRS). |
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| IEEE Conference | Image Caption Generator with CLIP Interrogator Presented at the Peer-reviewed IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation at IIM Gwalior (IATMSI-2025). Explores AI-driven image captioning leveraging CLIP for enhanced computer vision and NLP intersection. |
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Acknowledged for technical expertise and contribution to the research community.
| Role | Conference / Organization | Verification |
|---|---|---|
| Technical Reviewer | IEEE INDICON 2024 (Hosted at IIT Kharagpur) Reviewed technical submissions for India's premier IEEE conference. |
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| Reviewer | AUTOCOM 2025 (3rd Intl. Conference on Automation & Computation) Department of CSE, Graphic Era Hill University. |
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While research drives my theory, I build systems to prove it.
| Project | Tech Stack | Key Engineering Feat |
|---|---|---|
| Private PDF Workstation (Offline PWA) |
React 19 TypeScript WASM |
Zero-Knowledge Architecture: Integrated qpdf via WebAssembly to perform AES-256 encryption entirely in the browser. |
| LinkedIn Game Solver (Browser Extension) |
JavaScript DOM Algorithms |
Constraint Propagation: Implemented backtracking algorithms to solve Sudoku/Tango puzzles in <50ms by manipulating the DOM directly. |
| Potato Leaf Disease (AI Deployment) |
Python ResNet50 Streamlit |
Edge AI: Deployed a CNN model achieving 99% accuracy for real-time agricultural disease detection. |
- NPTEL Big Data Computing: Elite Certification (Top 5% - Score 90%) — IIT Kanpur
- Confluent Data Streaming Engineer: View — Confluent
- Fortinet Certified: Associate (FCA) & Fundamentals (FCF) in Cybersecurity.
- Professional Certificate of Agile and Scrum Business Analyst: View — Institute of MTF
"The best way to predict the future is to invent it." — Alan Kay