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
Scroll Down
evidence board
playable demos
TrashMapr
Image upload flow that detects litter type and quantity, then maps cleanup priority zones.
Project Page →SPARCD
Personalized goal app that breaks outcomes into adaptive micro-tasks for stronger follow-through.
Project Page →Confidential Build
Agentic health workflow using LangGraph, BLE sensor streams, meal context, and adaptive recommendation widgets.
Capabilities
operating_modes();
Local AI Assistants
+Hermes Agent, OpenClaw, and local models wired up on your own machine.
I install the runtime, connect models, configure tools and permissions, add memory where it helps, and make the assistant usable for coding, research, automation, and day-to-day operations.
Hermes Agent
OpenClaw
Ollama
llama.cpp
Docker
MCP
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 and local infrastructure for apps, agents, workers, and model workloads.
I set up CI/CD, infrastructure-as-code, monitoring, alerting, GPU-aware deployment paths, and rollback-ready releases so systems stay predictable.
AWS
Google Cloud
Azure
Terraform
CI/CD
Local Infra
Tech Consulting
+Got an idea and want to vibe code it? I help you figure out the architecture first.
We map the scope, stack, data model, APIs, auth, deployment path, and risks before the build starts. Then you can vibe code with a clearer path and avoid a lot of future cleanup.
Product Scope
Architecture
Stack Choice
Data Model
API Design
Auth Flow
Deploy Plan
Debug & Fix
+For stuck builds, vibe-coded prototypes, and products that need to get fixed and launched.
I trace broken flows, clean up rough generated code, fix frontend, backend, and data issues, stabilize deploys, and get the project into a shippable state.
Bug Triage
Code Cleanup
React
API Fixes
DB Fixes
Deploys
Performance
Launch