AI agents & reliable autonomy
Agents that plan, use tools and act within clear boundaries. Built with stopping conditions, shared memory, guardrails and meaningful evaluations.
AI AGENT ENGINEER · KARACHI, PAKISTAN
I'm Muhammad Naveed. I build reliable AI agents, production automations and full-stack applications that turn complex workflows into work that gets done.

Production automation systems
Properties supported
Field technicians
Agent engineering practice projects
Claude ✳ OpenAI ✳ Python ✳ Node.js ✳ Next.js ✳ MCP
01 / WHAT I DO
I work across agents, integrations and interfaces, with the engineering discipline to keep them running after deployment.
Agents that plan, use tools and act within clear boundaries. Built with stopping conditions, shared memory, guardrails and meaningful evaluations.
Connected Slack and Google Workspace systems for compliance, reporting, real-time verification and operational decision-making.
Responsive websites, operations dashboards and API-backed applications, from requirements and architecture through deployment.
Node.js · Python · FastAPI · Express · node-cron · REST APIs
Next.js · React · TypeScript · Tailwind CSS · HTML5/CSS3
OpenAI API · Anthropic API (Claude) · Gemini API · LangChain · OpenRouter · Agents SDK · MCP
Slack Bot & Events API · Google Sheets · Google Calendar · Gmail API · Webhooks · WhatsApp · Twilio
Railway · Docker · Kubernetes · Kafka · Dapr · CI/CD · GitHub
MongoDB · PostgreSQL · Sanity CMS
Event-Driven · Spec-Driven · Fuzzy Matching / Alias Resolution · BG Precompute & Caching · Rate-Limit-Safe Pipelines
02 / SELECTED WORK
Production · Heat Wave Pest Control
Five interconnected production automation systems for a U.S. multi-region pest-control operation: a Specialty Form Compliance Bot (token-based property matching with Levenshtein fuzzy matching + alias layer across 123 properties), a real-time Notes Verification Bot with 15-min escalation, an automated Weekly Reporting Suite, and a Specialty Recommendation engine with tier-aware pricing.
Client production system · private accessProduction · Web App
Password-protected ops dashboard (Express + vanilla JS) with six live sections — Overview, Route Timing, Units Allocation, Notes Bot Activity, Recommendations Tracking & Monthly Per-Technician Reporting. Slack-history route-timing engine, background precompute + snapshot caching (cut load from 60–90s timeouts to instant), and one-click CSV export.
Client production system · private accessHackathon 2024 · Hugging Face
Fully autonomous AI marketing agency that handles campaign strategy, content generation, and client outreach — built as a live startup and deployed on Hugging Face Spaces.
Visit live projectHackathon 2024 · Digital FTE
Autonomous AI employee with Gmail/WhatsApp automation, Obsidian memory system, and MCP tools — running 24/7 without human intervention.
View GitHub repositoryCRM Agent · Hugging Face
Multi-channel customer support agent handling Gmail, WhatsApp, and Web forms with a PostgreSQL ticket system and FastAPI backend.
Project details available on requestAI Tutor · Hugging Face
AI-powered tutoring assistant with deterministic backend logic, skills-based agent architecture, and an interactive learning interface.
View GitHub repositoryFull Stack · Hugging Face
Spec-driven todo app evolved from console to full-stack with AI chatbot, cloud-native deployment, and OpenAI Agents SDK integration.
View GitHub repositoryOPEN SOURCE / REUSABLE INTELLIGENCE
Reusable skills and developer resources from my GitHub. Explore the instructions, supporting code and workflows behind the systems.
FLAGSHIP COLLECTION
A reusable collection of 104+ AI skills covering agents, cloud infrastructure, full-stack development, automation, education and testing.
Explore repositoryCUSTOM ENGINEERING SKILLS
Packaged skills for FastAPI backends, Next.js interfaces, Kubernetes deployment, event-driven architecture and MCP-powered todo agents.
Explore repositoryDEVELOPER RESOURCE
A practical guide to specification-first AI development using SpecifyPlus, AI coding tools and MCP workflows.
Explore repository03 / AGENT ENGINEERING LAB
44 self-built, self-tested practice projects across five public repositories. Part of the GIAIC Final Marathon agentic AI engineering track at Panaversity.
Scheduled autonomy, stopping conditions, maker-checker verification and self-healing loops.
12 projects02Permission guardrails, typed outputs, hooks and prompt-injection defense.
8 projects03Shared agent memory, typed claims, provenance and grounded fact-checking.
8 projects04Golden-set testing, judge calibration, regression gates and adversarial evaluations.
8 projects05Headless deployment, unattended scheduling, portability and credential hardening.
8 projects04 / THE JOURNEY
Direct stakeholder collaboration, hands-on debugging and ownership from the first requirement to daily operations.
Apr 2026 – Present
Activus Capital Partners — Heat Wave Pest ControlOwn and operate five production Slack/Google Workspace automation systems plus a live operations dashboard for a U.S. multi-region pest-control company — supporting 8+ field technicians across 123 properties. Compliance bots, notes verification, weekly reporting, a recommendation engine, and a route-timing dashboard, with daily production monitoring, root-cause debugging, and same-day fixes. Report directly to the Managing Partner, Operations Coordinator & Director.
2025 – Present
NaveedTechLab · Digital AgencyBuilt a digital agency targeting local Karachi businesses — secured first two clients (CCTV World Karachi & Ha-Aeen Dentistry). Produced 6-month digital transformation roadmaps, partner agreements, and pricing strategy; delivered digital footprint setup, customer-acquisition systems, and workflow automation.
2023 – Present
Fiverr & Direct Clients · RemoteDelivered Shopify stores, business websites, custom dashboards, CMS-based sites, and automation workflows end-to-end — from requirements through design, development, and deployment.
Sareena Mobile Market · Past Experience
Performed mobile software flashing, firmware updates, and software recovery for a wide range of Android and feature phones in a high-volume repair environment.
Freelance / Event-Based · Past Experience
Designed and set up immersive VR sitting and riding simulation experiences for events, including hardware configuration and user experience flow.
Mufti Ramzan Park · Xbox 360 Kinect · 6 Months
Designed and managed a large-scale Kinect-based interactive gaming setup on a 12-foot screen at Mufti Ramzan Park. Handled installation, daily operations, and visitor engagement.
Marble Shop · 1 Year
Managed day-to-day operations of a marble retail business — overseeing inventory, vendor relations, staff coordination, and customer sales.
Self-Employed Business · 5 Years
Ran an independent workshop manufacturing and supplying spare parts for marble cutting and polishing machinery. Managed production, client orders, and business operations end-to-end.
05 / ALWAYS LEARNING
Continuous learning in generative AI, modern web development and the disciplines behind dependable agent systems.
CERTIFICATE OF COMPLETION
Generative AI, Web3 & Metaverse
Agentic AI Engineering Track
Diploma in Computer IT (DCIT) · Certificate in IT (CIT)
THE FULL PICTURE
LET'S BUILD SOMETHING USEFUL
Alternate email: qureshinaveed21@gmail.com