About
Experience & education
I architect and ship AI products for startups and businesses worldwide. As founder of TrueLogics, you work with the person designing the system and writing the code — production LLM systems with permission-aware RAG, tool-calling agents, MCP servers, and evaluation, not chatbot demos. Nine-plus years across realtime collaboration, marketplaces, and enterprise platforms in the US and EU. Below is where I've worked and what I built.
Production AI, not demos
Permissions, retrieval, cost controls, tracing, and deployment are part of the work — not a prototype you throw away.
The AI and the product
Agents and RAG plus APIs, databases, web and mobile, integrations, and infrastructure — one engineer owns the stack.
You work with me
You talk to the person designing and writing the code. No account managers, no hand-offs.
Experience
- Founder & Software Architect2024 - Present
TrueLogics
- • Founded TrueLogics to ship production AI — agents, permission-aware RAG, MCP, and agentic workflows — plus the SaaS and mobile products around them.
- • Own each engagement end to end: discovery, architecture, implementation, and release.
- • Client work includes StudioX AI (enterprise knowledge + workflow automation) and Vectra24 (multi-agent ops in chat). Own products include ClosePinger, ProntoMigo, EveryCare, RidePlus, and OptimalLab.
- • Built LLM systems with RAG, tool calling, Milvus retrieval, declarative workflows, cost controls, and tracing for cloud and on-premise customers.
- • Use AI tools for planning, code review, and tests, and review every architectural decision and release myself.
- Founder, Cofounder & Full-Stack Engineer2026 - Present
ClosePinger, ProntoMigo, EveryCare, RidePlus & OptimalLab (own products)
- • Cofounded ProntoMigo in Italy. We met local businesses and drivers, then shipped delivery first: the customer orders, a driver picks up, and the order is tracked live, with Stripe Connect payouts.
- • Cofounded ClosePinger from direct conversations with accountants. The portal tracks what each client still owes, whether they have paid, and which extra work to bill, and it chases documents automatically.
- • Created EveryCare, a senior-care coordination app (Go API, offline-first Expo app), and RidePlus, which runs rides, parcels, and cargo on one dispatch (Go, PostGIS, NATS).
- • Created OptimalLab (optimallab.dev): 40 interactive sessions, 17 on AI — tokenization, attention, sampling, embeddings, hybrid search, RAG, evals, tool calling, MCP, and agent patterns — plus 178 linked DSA practice problems.
- • Own the product and the implementation across Next.js, React Native, Node.js, PostgreSQL, Stripe, and deployment on Vercel, Supabase, Cloudflare, and AWS.
- Senior Full-Stack Software EngineerJanuary 2022 - Present
Meridian University, USA
- • Led development of cross-platform apps (web, mobile, desktop), ensuring consistent UX across rooms, spaces, and block-based interfaces similar to Notion.
- • Architected and implemented a unified UI system and app structure supporting 50+ block types (pages, databases, canvases, goals, events).
- • Built real-time and asynchronous collaboration features, including chat, audio/video calls, streaming, and multiplayer canvases.
- • Enhanced user experience with offline support, optimistic UI updates, and responsive layouts across mobile, tablet, and desktop.
- • Maintained strong quality through automated testing (Playwright, Jest), documentation, and CI/CD pipelines with GitHub Actions.
- Senior Full-Stack Software EngineerSeptember 2023 - May 2025
MC² Finance, Switzerland
- • Built the core Vue.js app for a decentralized asset-management platform.
- • Implemented Cypress end-to-end tests to ensure reliability and smooth user experience.
- • Worked with blockchain platforms and protocols, integrating Web3 for Ethereum and cross-chain interactions.
- • Engineered performant and secure backend services in Node.js and Rust.
- • Integrated real-time features (WebSockets, SSE) to enhance live user interactions.
- Senior Full-Stack Software EngineerSeptember 2022 - June 2024
Bridge Nine, Finland
- • Developed and maintained mobile and web applications for inventory management and customer interactions.
- • Contributed to back-end systems for ITAD workflows and secure data handling.
- • Designed the database around the device lifecycle so inventory, refurbishment, resale, and disposal stay one record.
- Senior Full-Stack Software EngineerAugust 2021 - August 2022
boomrng, LLC, United States
- • Built web and mobile apps with React.js and React Native, using JavaScript and TypeScript. Set up a monorepo to share GraphQL auto-generated schemas and common utilities across platforms.
- • Developed Node.js services, including an Apollo GraphQL server, REST APIs, and a media server, on MongoDB.
- React Native DeveloperMarch 2022 - May 2022
Pebble, United States
- • Home dashboard with income, spending, and transaction insights.
- • Transactions list with search, filters, and detailed views.
- • Authentication flows with deep linking for sign-in and password reset.
- • Reward redemption system and user profile management.
- Senior Full-Stack Software DeveloperJanuary 2021 - August 2021
Jeti, Inc., United States
- • Developed and maintained the core platform, including mobile apps, an admin panel, RESTful APIs, a notification server for push notifications, and a job scheduler.
- • Leveraged Redux, Docker, Socket.io, and GCP for cloud infrastructure.
- • Applied Atomic Design principles to build clean, scalable, and reusable UI components.
- • Earned a promotion to team lead for the mobile app.
- Python Backend EngineerJanuary 2021 - January 2024
Motory
- • Built backend microservices in Python with FastAPI, and Django and Django REST Framework on some projects.
- • Built ERP modules for inventory, orders, and customer management.
- • Designed the PostgreSQL models behind that ERP.
- Full-Stack EngineerSeptember 2020 - September 2021
XYNDICATE, Inc., Singapore
- • Built the talent-marketplace web app in Vue.js.
- • Built Node.js, MongoDB, and REST services for job matching, recruitment, and project collaboration.
- • Contributed to the architecture that lets companies and professionals connect and manage work in one product.
- Full-Stack EngineerSeptember 2018 - July 2019
DigiPro, United States
- • Engineered the insurance product end to end with stakeholders: agent apps on iOS and Android, the carrier dashboard, and the APIs between them.
- • Took claims and field inspections from paper and phone calls to production — photo and video evidence captured and annotated on the device, then reviewed in the office dashboard.
- • Modelled claim and inspection records in MongoDB so different insurance products did not each require a schema migration.
- Full-Stack EngineerApril 2017 - October 2018
Malaysia Civil Defence Force, Malaysia
- • Built a React.js web application and cross-platform mobile apps (Android/iOS) using React Native for civil defence personnel.
- • Developed a RESTful API with Node.js and MongoDB to power backend operations.
Education
- Master of Science (MS) in Computer ScienceJanuary 2020
University of Gujrat
- Bachelor of Science (BS) in Computer ScienceJanuary 2017
University of Gujrat
Tech stack
Can I build your AI product?
Start with agents and RAG — then the web, mobile, backend, and infra that make them shippable.
Types of products I build
If your idea matches one of these, the stack below is how it gets built.
AI Products
Agents, permission-aware RAG, MCP servers, and agentic workflows on your data — from prototype to production with cost and tracing built in.
- → StudioX AI — enterprise knowledge + ~26-step workflow runtime
- → Vectra24 — Marketing, Sales, and Support agent teams in chat
SaaS Platforms
Multi-tenant products with auth, billing, dashboards, and the reliability paying customers expect.
- → ClosePinger — client portals and document automation
- → StudioX AI — multi-tenant enterprise AI
Startup MVPs
A credible first version in weeks — including AI features when they're core — built so it doesn't need a rewrite once it grows.
- → ProntoMigo — delivery marketplace with AI ops for vendors
- → EveryCare — senior-care coordination with an offline-first Expo app
Real-Time Systems
Chat, video, presence, and live collaboration that stay in sync across devices.
Enterprise & Internal Tools
Dashboards, portals, and internal systems that replace spreadsheets and legacy software.
Modernization
Legacy migration, cloud migration, and performance optimization for systems that have outgrown their original build.