I build resilient fullstack platforms and cloud architectures.
My work sits at the intersection of application logic and systems engineering — building web platforms, native mobile architectures, and deployment pipelines that scale reliably.
experience: 4+ years,
location: "India",
status: "available"
Featured Systems
A selection of high-level fullstack backends, machine learning models, and automated CI/CD runners.
ApexFlow — DevOps Autopilot
Lead DevOps & AI EngineerAutonomous AI runner reviewing codebase compliance, database migrations, and container health.
Aravind — Triage Broker
Lead Systems ArchitectEvent-driven hospital admission and patient triage queue system managing dynamic load balancing.
MLA Watches
Lead Fullstack DeveloperMulti-regional luxury watch store integrating telemetry tracking, predictive pricing models, and taste profiling.
Teese — AI Wardrobe
Lead Fullstack & AI EngineerMobile wardrobe planner generating event-specific clothing overlays from raw photographs.
Production Case Studies
Detailed post-mortems and architecture trade-offs evaluated on high-throughput systems.
ApexFlow — DevOps Autopilot
Autonomous AI pipeline checking schema compliance and container health
Development velocity was hampered by database schema drift, broken container dependencies, and slow manual security reviews. The team needed an automated agent pipeline that audits codebase structures, generates build checks, and isolates infrastructure issues before staging.
Aravind — Triage Broker
HIPAA-compliant patient queue routing at scale
A network of hospitals suffered from bottlenecked admissions. Triage routing was manual, causing delays in ICU admissions and load imbalances across departments. They needed a high-throughput transaction coordinator that automatically routes patient triage details in real time.
Architectural Capabilities
My engineering practice sits at the intersection of architecture, container systems, and AI.
Fullstack Application Architecture
Designing type-safe, resilient server backends with NestJS/Feathers, mapping data relations via Prisma, and exposing unified GraphQL or RESTful OpenAPI specifications.
DevOps & Deployment Pipelines
Packaging services with Docker, deploying resilient infrastructure on AWS EC2/S3/VPCs monitored via CloudWatch, and deploying globally-distributed edge workers using OpenNext and Cloudflare Tunnels.
Cross-Platform Mobile Engineering
Building fluid, performance-focused mobile applications in React Native, implementing offline sync engines, and wrapping custom native modules for device API access.
AI Integrations & Agentic Workflows
Running local LLM queries with Ollama, configuring inference pipelines via Hugging Face, developing custom MCP server boundaries, and coding autonomous multi-agent task structures.
High-Throughput Event Brokerage
Routing messages and telemetry at scale through Kafka clusters, coordinating distributed sync states using ZooKeeper, and caching dynamic results in Redis.
Modern Frontend Delivery
Authoring highly performant Next.js user interfaces, optimized with streaming Server Components (RSC), custom Tailwind v4 layouts, and edge cache distribution.
The Reading Room
Recent publications covering database anomalies, pipeline automation, and local model orchestration.
PostgreSQL index bloat and how we recovered in production
A post-mortem on how a write-heavy table choked database throughput and how we resolved it.
The fallacy of serverless DB connections
How serverless functions exhaust PostgreSQL connection limits and why pooling is mandatory.
How to shave 10 minutes off Docker builds in CI
Optimizing Docker layer caches to accelerate GitHub Actions delivery pipelines.
Initiate System Pipeline
Available for fullstack system design, DevOps automated orchestration, and local AI agent integrations. Choose an endpoint to establish coordinates.