CleanClik
Google ML-powered waste detection with leaderboard loops and QR-based bin categorization.
Project Page →based out of bangalore
Manu R | Full-Stack Engineer
build. break. fix.
turning caffeine into code for years full-stack apps, agentic workflows, and cloud infra
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Work
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TrashMapr (Waste.Watch)
Image upload flow that detects outdoor litter type and quantity, then generates map heatmaps for cleanup prioritization.
Project Page →SPARCD
Personalized goal app that breaks outcomes into adaptive micro-tasks for better completion consistency.
Project Page →NexxLynx
Matrix-based client app with local LLM runtime (Cactus Compute) and a Postmoogle email bridge.
Project Page →Agentic Health App
Built a LangGraph-based decision workflow that consumed BLE sensor streams, meal info from image/text, and user context to power adaptive recommendations and dynamic widgets. Product specifics withheld under confidentiality.
What I Do
Full-Stack Apps
+Web and mobile apps built for speed, scale, and maintainability.
I design and build complete systems from UX flows to APIs, auth, payments, data modeling, and deployment so your team can ship faster and iterate safely.
React
Flutter
Django
FastAPI
GraphQL
MongoDB
LangGraph
vLLM
Agentic Apps
Cloud & Infra
+Cloud architecture that keeps apps fast, available, and cost-aware as usage grows.
I set up CI/CD, infrastructure-as-code, monitoring, alerting, and rollback-ready deployments so releases are predictable and downtime stays low.
AWS
Google Cloud
Azure
Terraform
CI/CD
Debug & Fix
+Hands-on debugging and performance recovery for critical product issues.
I isolate root causes across frontend, backend, and data layers, then ship validated fixes with guardrails to reduce repeat incidents.
Tech Consulting
+Technical guidance for roadmap, architecture, and team execution.
I help choose the right stack, define scalable system boundaries, and plan delivery around business goals, budget, and timeline.
Contact
let's build and ship.
Have a project in mind? Share scope, constraints, and target timeline.
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