I’m Syed Mohammad Raza Tirmazi, a full-stack AI engineer who builds production-grade, end-to-end AI systems—especially multi-agent orchestration, real-time data pipelines, and fintech/crypto intelligence. I design the architecture and also engineer the backend, AI orchestration layer, and deployments so outputs are reliable, structured, and measurable. Most recently, I developed a crypto intelligence terminal for US retail traders that combines an 8-agent orchestration workflow with conviction scoring, pgvector-backed semantic retrieval (RAG), and quantitative modeling using GARCH and HMM regime detection. Earlier, I built a bilingual (Urdu/English) agricultural marketplace app for Pakistan that supports live listings and direct buyer-seller contact, and before transitioning fully into tech in 2024, I scaled a travel services business to major revenue growth while leading operations and a team.…

Syed Mohammad Raza Tirmazi

I’m Syed Mohammad Raza Tirmazi, a full-stack AI engineer who builds production-grade, end-to-end AI systems—especially multi-agent orchestration, real-time data pipelines, and fintech/crypto intelligence. I design the architecture and also engineer the backend, AI orchestration layer, and deployments so outputs are reliable, structured, and measurable. Most recently, I developed a crypto intelligence terminal for US retail traders that combines an 8-agent orchestration workflow with conviction scoring, pgvector-backed semantic retrieval (RAG), and quantitative modeling using GARCH and HMM regime detection. Earlier, I built a bilingual (Urdu/English) agricultural marketplace app for Pakistan that supports live listings and direct buyer-seller contact, and before transitioning fully into tech in 2024, I scaled a travel services business to major revenue growth while leading operations and a team.…

Available to hire

I’m Syed Mohammad Raza Tirmazi, a full-stack AI engineer who builds production-grade, end-to-end AI systems—especially multi-agent orchestration, real-time data pipelines, and fintech/crypto intelligence. I design the architecture and also engineer the backend, AI orchestration layer, and deployments so outputs are reliable, structured, and measurable.

Most recently, I developed a crypto intelligence terminal for US retail traders that combines an 8-agent orchestration workflow with conviction scoring, pgvector-backed semantic retrieval (RAG), and quantitative modeling using GARCH and HMM regime detection. Earlier, I built a bilingual (Urdu/English) agricultural marketplace app for Pakistan that supports live listings and direct buyer-seller contact, and before transitioning fully into tech in 2024, I scaled a travel services business to major revenue growth while leading operations and a team.

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Skills

Experience Level

TypeScript
Expert
Prompt Engineering
Expert
API
Expert
Python
Expert
SQL
Expert
Node.js
Expert
Data Science
Expert
React JS
Expert
PostgreSQL
Expert
React Native
Expert
Tailwind
Expert
ETL
Expert
Web3
Expert
Docker
Intermediate
Solidity
Intermediate
Kubernetes
Intermediate
Elasticsearch
Intermediate
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Language

English
Intermediate
Urdu
Advanced

Work Experience

Full-Stack & Mobile Developer
January 1, 2026 - Present
Developed a full-stack bilingual (Urdu/English) agricultural marketplace mobile app connecting farmers, livestock dealers, and agri-businesses across Pakistan. Implemented core marketplace features including categories (livestock, machinery, land, crops, poultry, dairy), seller profiles, favorites, 30-day ad expiry, and direct buyer-seller contact via call and WhatsApp. Built Urdu search using a translation map and location filtering by province/district, along with an admin/dashboard system and backend services. Delivered an Android deployment to the Google Play Store.
Full-Stack AI Engineer at Crypto Mantiq LLC
September 1, 2025 - Present
Built an end-to-end crypto intelligence terminal for US retail traders with real-time market analysis, quantitative signals, and strategy synthesis across 269 tracked assets. Implemented a custom two-phase TypeScript multi-agent orchestrator (peer agents in parallel; Architect synthesizes structured outputs) with a measurable SOURCE OF TRUTH approach to prevent the LLM explanation layer from overriding deterministic strategy decisions. Added a conviction scoring system with calibration, a regression evaluation harness (30-query structured tests), and PGVector-backed semantic search for learning/education content. Engineered a quantitative pipeline using Student-t GARCH(1,1) with MLE estimation and Hidden Markov Model regime detection; implemented data access and security using Supabase with RLS, SECURITY INVOKER, JWT-protected API routes, and fail-closed scheduled guards. Integrated real-time OHLCV and derivatives data sources, plus news categorization using Gemini; built TradingView a
Chief Executive Officer at Travel & Tour Services
June 1, 2010 - April 1, 2024
Founded and scaled a travel services company over 14 years, growing annual revenue from approximately Rs 20M to Rs 400M. Managed P&L, strategic planning, and a team of 10, serving clients including IOM, PwC, Oxford Policy Management, and government institutions.

Education

BSc Economics at University of London (LSE academic direction)
January 1, 2002 - January 1, 2006

Qualifications

IBM AI Developer Professional Certificate
May 5, 2024 - October 1, 2024
Google Data Analytics Professional Certificate
April 5, 2024 - September 25, 2024

Industry Experience

Financial Services, Computers & Electronics, Software & Internet, Retail, Travel & Hospitality, Agriculture & Mining, Government, Professional Services
    Zarauza — Pakistan's Agricultural Marketplace
    Pakistani farmers rely on fragmented, middleman-heavy channels to buy and sell livestock, produce, and agricultural inputs. The goal was to build a free, direct-contact digital marketplace that brings the traditional mandi experience to mobile. A React Native mobile app covering 18 agricultural categories — livestock, machinery, seeds, dairy, land, veterinary services, and more. Built with bilingual Urdu/English support and RTL layout for native usability. Listings connect buyers directly to sellers via call or WhatsApp with zero commission and no middlemen. Includes district-level location filtering and Urdu search. Successfully shipped to production and live on Google Play. A free, commission-free marketplace now serving farmers and dealers across Pakistan.…
    CryptoMantiq — AI-Powered Crypto Intelligence Terminal
    Build a production-grade crypto intelligence terminal for serious active traders and researchers — combining real-time market data, AI-driven signals, and quantitative finance models in a single SaaS platform. A full-stack terminal built solo from the ground up using Next.js, TypeScript, and Supabase. Core features include a 8-agent LLM orchestration pipeline, live Kraken WebSocket price feeds, GARCH and Hidden Markov Model-based quantitative analysis, a Signals Explorer with accuracy tracking, and 101 Supabase Edge Functions powering row-level security and tiered access control. Shipped with a two-tier SaaS pricing model (Foundation and Professional). Successfully shipped to production as a solo developer — handling architecture, development, product, and strategy end to end.…