Designing and building AI systems — and the infrastructure that makes them reliable.
MS Computer Science @ UC Davis
Former SDE-II @ CrelioHealth (Healthcare SaaS at scale)
Focused on AI Infrastructure, Distributed Systems, and Production-Grade Backend Engineering
An observability layer for LLM-powered systems.
Modern AI apps lack visibility — Aura aims to fix that.
• End-to-end tracing for LLM pipelines
• Latency, token usage, and cost monitoring
• Structured logging of model behavior
• Failure detection and retry analysis
• Pluggable adapters for different LLM backends
Inspired by real production reliability challenges in AI systems.
Focus: visibility, debuggability, performance tuning.
A systems-first personal AI assistant built for extensibility, not demos.
• Wake word detection (Porcupine)
• STT via Whisper
• LLM inference via Groq (Mixtral) + LangChain
• TTS via Edge TTS
• Session + persistent memory
• Ports & Adapters architecture (engine-agnostic design)
Structured into cognition, inference, memory, and event modules to enable autonomous routines and long-term extensibility.
Unified Django REST service handling 1M+ uploads.
40% faster throughput. Full upload traceability.
Elasticsearch indexing + MySQL-backed lab tracking.
Enabled 10k+ patients/month to access medical imaging securely.
Reduced support tickets by 30% through authenticated links + audit logging.
Replaced brittle Mirth-based retry flows with a Django + DocumentDB integration dashboard and AWS EventBridge scheduling.
Improved integration reliability by 95% and saved 20+ engineering hours weekly.
SmashingBugs — Ticketing Platform
Django REST + JWT + RBAC · PostgreSQL · Dockerized architecture · React frontend
Drug Supply Chain on Decentralized Network
Solidity smart contracts · Node.js backend · MongoDB · React
Published in IJEECS (Jan 2024)
AI infrastructure
Distributed databases
Event-driven systems
Reliability engineering
Data modeling at scale
AI + healthcare systems
Python · TypeScript · JavaScript · Java · Solidity
Django · Node.js · Express · React
PostgreSQL · MySQL · MongoDB · Redis · Elasticsearch
AWS (S3, Lambda) · Docker · GitHub Actions
LLMs · LangChain · Whisper · Mixtral (Groq)
Currently building:
• Aura (AI observability)
• ALAN v2 (modular cognition + memory layers)