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Muhammad Umer

@muhammadumer35

AI Engineer at Kindwell Solutions and Logicbuilder.ai building LLM agents, real-time voice AI, and multi-tenant SaaS platforms.

Pakistan

Message

At Kindwell Solutions and Logicbuilder.ai, I’m the sole engineer of AlphaVenue.ai, a multi-tenant SaaS for wedding and event venues. I built ELLA, its LLM assistant, with tool calling, tenant-specific retrieval, and an MCP server for external AI agents.

I also developed a real-time voice agent and served as primary engineer of LogicOne Dialer, shipping predictive dialling, live call coaching, and AI voice agents. At ArchiPartnerDesign, I built Elio, a construction marketplace, and migrated its Flutter app from Firebase to the platform’s REST API.

As a freelance software engineer, I’ve developed production systems including a donation-management app and an AI quantity take-off pipeline. My computer science research focused on deep reinforcement learning for autonomous drone navigation, and I contributed reward-shaping, evaluation tooling, a remote-training pipeline, and a ground-control app.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Engineer & Full-Stack Developer

Current

Kindwell Solutions & Logicbuilder.ai

Jan 2026 - Present (9 months)

Sole engineer of AlphaVenue.ai, a multi-tenant SaaS for wedding and event venues, and primary engineer of LogicOne Dialer, an AI sales-calling platform. Built LLM assistants, real-time voice agents, and contributed to open-source Kubernetes plugins.

TypeScript Express MongoDB React Redis BullMQ GitHub Actions OpenAI RAG Qdrant MCP Pipecat Deepgram Twilio Next.js Prisma PostgreSQL Stripe Kubernetes Helm ArgoCD

Current

Freelance Software Engineer

Current

Self-employed

Aug 2022 - Present (4 years 2 months)

Developed a donation-management system for an educational academy, an AI quantity take-off pipeline for a construction estimating firm, and a social-media scheduling SaaS. Worked on diverse projects for remote clients.

Electron Express TypeScript MongoDB Playwright Claude Flask Next.js Prisma PostgreSQL BullMQ Stripe

Full-Stack Developer

ArchiPartnerDesign

Mar 2024 - Dec 2025 (1 year 9 months)

Built Elio, a construction marketplace for homeowners, contractors, and vendors, including a React web app and Flutter mobile app. Migrated the mobile app from Firebase to a JWT-authenticated REST API and prepared releases.

Express TypeScript MongoDB Redis Socket.IO React Stripe Square Flutter Tailwind Nginx TLS

Programming Tutor

Private tutoring

Nov 2022 - Feb 2023 (3 months)

Provided online tutoring in C++ and Java fundamentals and object-oriented programming to university students in Perth, Australia.

C++Java Object Oriented Programming

Education

Degrees, certifications, and relevant coursework

COMSATS University Islamabad

Bachelor of Science, Computer Science

2022 - 2026

Grade: CGPA 3.68/4.00

Activities and societies: Final-year thesis: Autonomous Drone Navigation in Dense, GPS-Denied Environments. Relevant modules include Artificial Intelligence, Machine Learning, Computer Vision, Robotics, and more.

Bachelor of Science in Computer Science with a CGPA of 3.68/4.00. Final-year thesis on autonomous drone navigation using deep reinforcement learning.