I build autonomous agents, RLHF pipelines, and production ML that ships. SDE at Nbyula, published in IEEE and on arXiv.
Published and ongoing work in cloud security, LLM safety, and low-resource NLP.
Novel AWS attack vectors for unauthorized crypto-mining — and the defenses.
A survey of emerging cloud-security threats and defenses across major providers.
The largest known Kashmiri pretraining corpus — foundation-model data for a ~7M-speaker language.
First neural model for Kashmiri diacritic restoration (ByT5) — 77.5% expert accuracy; 23.7k sentence-pair dataset released.
Synthetic OCR dataset for Kashmiri Nastaliq — 613k image-text pairs, 25+ degradations.
Production systems, open-source tools, and research prototypes spanning AI, web, and security.
5 AI agents compete autonomously in a build-off — custom harness with pathfinding and event tracking.
Navigates multi-step web forms end-to-end — plans, fills, self-corrects, submits, with human checkpoints.
Discovers, summarizes, and emails daily LLM research digests. Fully autonomous after setup.
Fine-tuned BERT first pass, LLM-as-a-Judge second pass. Self-correcting loop. Production scale.
Reads CRM context, crafts personalized messages, delivers across WhatsApp and Instagram. Persistent memory across sessions.
EdTech platform. AI chat agents, CRM, payments, operations dashboards. Thousands of active users.
Digital lending platform. MERN, AWS, CI/CD, server-side analytics. Built end-to-end.
Full-stack fashion e-commerce — catalog, payments, orders, Redis-cached search.
Immersive 3D site for a university fest — interactive Three.js / WebGL.
Compliance platform for running CIS-benchmark scripts and security audits.
Compares products across Flipkart & Amazon — price, ratings, availability.
NLP-powered visualization of how cryptojacking techniques evolved over time.
Real-time AR haircut simulation — MediaPipe face tracking + 3D overlays.
A tiny filesystem. Try ls, cd skills, or tree.
AI engineering roles. Research collaborations. Hard problems that need autonomous systems.