Building with LLMs, agentic systems, and on-device AI
Technical Lead at Cisco working on AI-powered platforms. Outside of work, I build personal projects at the intersection of AI and everyday problems — on-device models, RAG pipelines, and whatever seems interesting that weekend.
fast.ai fellow
Leading the Contract Digitization Platform team, focusing on enterprise contract management solutions. Started as a Software Developer and progressed to Team Lead and Scrum Master roles.
Worked on Hubic backend. Involved in debugging issues, creating support tool interface and workflows. See here: cds-split-upload and cds-split-download
Worked on vCloud Hybrid Services (vCloud Air - vCA) Engineering team. Handled scripts to automate workflow for performing the Disaster Recovery migration operations, debug and root-cause various issues.
Involved in verifying and validating various builds of VMware products. Also deployed a Mesos-Marathon cluster on vCA cloud for running Docker applications.
Part of an intensive 6 week part-time mobile/internet technology start-up accelerator and software development workshop sponsored by the Massachusetts Institute of Technology (MIT) and Google. Was able to learn entrepreneurship skills and software development skills for mobile and web platform based start ups. The course was instructed by alumni and student/instructors from MIT's business and engineering schools.
Apart from being a developer, I enjoy most of my time being outdoors. I love gardening.
I follow a number of drama, crime, thriller, sci-fi and comedy genre movies and TV shows, I love backpacking, I like to read books and I spend a large amount of my free time exploring the latest advancements in the field of AI.
Mobile app that detects plant diseases using Gemma 3n Edge 2B running locally via Ollama — no cloud, no privacy tradeoff. Camera input, confidence scores, treatment recommendations.
React NativeGemma 3nOllamaOn-device AI
Desktop app that reads meter videos using AI and calculates exact KSEB electricity bills with full slab-wise breakdown. Material Design 3 UI, offline-first storage.
Electron.jsGemma 3nMaterial Design 3
Learn CCNA concepts through XP, streaks, achievements, and interactive exercises. Covers OSI, IP addressing, routing protocols, VLANs, and more.
React 18TypeScriptVite
A Progressive Web App for toddlers to watch Heidi cartoon in Malayalam. No ads, no recommendations, no rabbit holes. Swipe navigation, offline caching, installs to home screen.
PWAVanilla JSYouTube API
Developed an innovative MCP (Model Context Protocol) server leveraging eBPF technology for real-time container monitoring and observability in cloud-native environments.
Leading the development of an enterprise-grade AI platform for automated contract analysis and processing using cutting-edge generative AI technologies.
Architected and implemented comprehensive DocuSign API integration for enterprise contract workflows with robust authentication and deployment pipelines.
A research tool for mass participation survey, using the Twitter API, which helps scientists and researchers to find correlations between any factors they wish to research on. Worked on developing the application both on server as well as client side. Acquired skills needed for working with REST API’s and OAuth mechanism.
Some of the common works like, upload and retrieval of data, buying and selling things, earning and donating or transaction of money etc., are the most common works performed in daily life through internet. For every user who is accessing the internet regularly, their highest priority is to make sure that there data is secured. But the intention of malicious users is to access and misuse others data. For providing security against threats, here we are proposing a novel RSJ Approach by User Authentication. RSJ approach is a secure way for providing the security to the user form both bots and malicious users.
Recent years have seen a surge in the arena of computing, especially in the field of cloud computing. Many more companies like Amazon, Citrix, Salesforce, Verizon are now extending their reach by providing various services like cloud hosting, cloud backups, file sharing, application and software services. Apart from this surge in cloud usage, it has now become impaired with the issues relating to performance, security, and storage. Among this, security is a major concern both for the cloud user (CU) as well as the cloud service provider (CSP). This paper focuses on the subtle issue in security, the Distributed Denial of Service (DDoS) attack.