Muzammil Ahmed

Chapter 01 — Doha, Qatar

Ten years of AI
that stays up. Muzammil Ahmed

Solution Architect at Wings Micro Systems, onsite with a leading global airline. Before that: Generative AI for government in Abu Dhabi, and seven years of KYC and document intelligence at M2P Fintech.

See the workGet in touch
ScrollEst. 2016

Chapter 02 — At a glance

I write AI and full-stack code that runs in production, and I've been doing it long enough to know which corners not to cut.

I've been writing software for over a decade. Today I'm a Solution Architect at Wings Micro Systems, onsite with a leading global airline in Doha — taking AI solutions from proof of value to deployment. Before that I architected Azure-based Generative AI for enterprise and government in Abu Dhabi, and spent seven years at M2P Fintech building AI and full-stack products at real scale (think 3M+ documents/month, models trained for 120+ countries). Outside the day job, I build my own things end-to-end as a freelancer and founder — from AI video pipelines to event-photo platforms and smart contracts.

Years shipping

10+

Docs / month in prod

3M+

Countries trained on

120+

Records scanned

900M+

Currently

Solution Architect, Wings Micro Systems

Onsite with a leading global airline · open across the GCC

Document intelligence · live

Illustrative sample, not live data.
UploadClassifyExtractVerify
✓ passport.IN received · 1 of 3,118,402 this month✓ classified in 41 ms · CNN✓ 14 fields extracted · confidence 0.98 · LayoutLMv3✓ KYC decision: approved · audit trail written

Running in production at

  • SBI Cards
  • VISA
  • Standard Chartered
  • UCO Bank
  • Unity SFB
  • Government, Abu Dhabi

Focus

  • Azure OpenAI
  • AKS
  • RAG
  • Multi-agent · MCP
  • LayoutLMv3
  • PyTorch
  • FastAPI
  • PGVector
  • React

Engineering range

Fluent across generations and scales of compute — from Windows 2000-era 128 MB systems to Apple M4 silicon and 256 GB+ many-core enterprise servers; equally at home in traditional infrastructure, cloud, HPC, and GPU-accelerated AI environments.

Languages

English
Urdu
Telugu
Hindi
Arabic

Work I've shipped

Chapter 03 — Work I've shipped

Talent Intelligence Platform

AI Solution Architect · Taaeen

AI recruitment platform for the government sector covering the full hiring lifecycle — manpower requisition, AI screening, AI & human interviews, and offer-to-onboarding.

  • Workflow aligned with the Department of Government Enablement (DGE) recruitment process, with persona-based journeys for grades 1–4 and executives
  • Suite of AI agents — screener, competency assessment, transcript analyzer and feedback analyzer — automating candidate evaluation
  • Agents for interview auto-scheduling and reminders, cutting manual coordination
  • Azure architecture with Entra ID identity and high availability on AKS
  • Azure OpenAI
  • AKS
  • Entra ID
  • OpenAI
  • Anthropic
  • Multi-agent
  • Python
Read the case

4

AI agents in the hiring loop

RequisitionScreener agentInterview agentsSchedulerOffer

Chapter 04

Document Intelligence Platform

Technical Lead · M2P Fintech

Multi-model document intelligence pipeline trained for 120+ countries, live across 10+, processing 3M+ documents/month at 99%+ extraction accuracy on clean inputs.

  • New document types onboarded in under 2 hours via CNN classifier + LayoutLMv3 fine-tuning
  • Hybrid retrieval on OpenSearch + FAISS with S3 + PostgreSQL storage
  • LLM-augmented extraction via LangChain, LlamaIndex, OpenAI, Bedrock & Gemini
  • FastAPI microservices on Docker / AWS
  • Python
  • LayoutLMv3
  • PyTorch
  • TensorFlow
  • OpenSearch
  • FAISS
  • LangChain
  • LlamaIndex
Read the case

3M+

documents a month

UploadClassify (CNN)Extract (LayoutLMv3)Retrieve (OpenSearch + FAISS)Verify (LLM)

Chapter 05

Face Match & Anti-Spoofing

Technical Lead · Banking & Fintech

High-performance facial recognition platform with 1:1 verification, 1:N identification and iBeta-certified passive anti-spoofing for enterprise KYC.

  • 2M+ facial records searched in under 1 second at 100+ TPS
  • iBeta-certified detection of digital-replay, print and 3D-mask attacks
  • PostgreSQL + PGVector for embeddings and similarity search
  • PyTorch + ONNX Runtime inference, GPU-accelerated
  • PyTorch
  • ONNX Runtime
  • PGVector
  • FastAPI
  • Flask
  • AWS
  • Amazon S3
  • Docker
Read the case

<1s

across 2M+ faces

CaptureLiveness (iBeta)Embed (PyTorch)Search (PGVector)Decide

Chapter 06

Video KYC & Digital KYC Suite

Principal SDE · M2P Fintech

Remote onboarding platform powering SBI Cards, VISA, Standard Chartered, UCO Bank and Unity SFB — scaled to 80,000+ verifications/month.

  • WebRTC live video for secure customer-agent sessions
  • Automated document capture, OCR, audit trails, compliance
  • Cloud-native microservices aligned with RBI guidelines
  • Eliminated branch visits, reduced onboarding turnaround
  • React
  • Tailwind CSS
  • Node.js
  • .NET
  • Python
  • MySQL
  • WebRTC
  • Docker
Read the case

80K+

verifications a month

ScheduleWebRTC sessionCapture + OCRAgent reviewAudit

Chapter 07

PII Discovery & Privacy Scanner

Principal SDE · Enterprise Data Security

Large-scale PII discovery platform scanning 900M+ records across enterprise databases and storage for centralized visibility into sensitive data.

  • Detection for Aadhaar, PAN, cards, bank accounts, email & mobile
  • Distributed scanning across PostgreSQL, MySQL, MongoDB, MSSQL, Elasticsearch, S3
  • Configurable rules, checksum validation, risk-based scoring
  • Centralized analytics for security & compliance teams
  • Python
  • Docker
  • PostgreSQL
  • MySQL
  • MongoDB
  • MSSQL
  • Elasticsearch
  • Amazon S3
Read the case

900M+

records scanned

ConnectSampleDetect (Aadhaar, PAN, cards)ScoreReport

Chapters 08 to 10 — Built on my own

Things I built end to end, as a founder and freelancer.

Chapter 08

PerfectClip

4M+videos in 30 days

Built and operated an AI video platform end-to-end — generated 4M+ personalized videos in 30 days.

  • Python
  • Flask
  • PyTorch
  • CUDA
  • ONNX Runtime
  • FFmpeg
Read the case

Chapter 09

Pixalmania

1M+faces searched under 1s

Founded and solely built an AI event-photo platform that auto-delivers personalized galleries to attendees via facial recognition.

  • Next.js
  • Vite
  • Node.js
  • Python
  • InsightFace
  • TensorFlow
Visit Pixalmania

Chapter 10

Token Distribution System

4vesting engines

End-to-end token distribution platform with vesting, cliffs, airdrops, staking rewards and treasury distributions via smart contracts.

  • Node.js
  • React
  • Web3.js
  • Solidity
  • OpenZeppelin
  • Redis
Read the case

What I work with

Generative AI & ML

  • LLMs (Claude, OpenAI, Azure OpenAI, OSS)
  • RAG (vector search, reranking, eval)
  • Agentic & multi-agent (MCP, LangGraph)
  • Fine-tuning & domain adaptation
  • Prompt engineering
  • LLM evaluation & monitoring
  • LangChain · LlamaIndex
  • Vector DBs (PGVector, FAISS)
  • OCR / document intelligence
  • Voice AI agents (Whisper, ElevenLabs)
  • GPU inference (vLLM, ONNX)

Full-Stack Engineering

  • Python (FastAPI, Flask, Django)
  • Node.js · Express · NestJS
  • React · Next.js · TypeScript
  • JavaScript (ES6+) · Responsive UI
  • Redux · Context API
  • Tailwind · Styled Components · MUI

Backend & Architecture

  • Scalable REST APIs
  • System design
  • Microservices · Distributed systems
  • Third-party integrations
  • OAuth · JWT · SSO · Keycloak
  • Event-driven patterns
  • Supabase · Directus

Cloud & DevOps

  • Azure — AKS · Azure OpenAI · Entra ID
  • AWS · GCP · multi-cloud
  • Docker · Kubernetes
  • CI/CD · Linux
  • On-prem / hybrid / cloud
  • Observability · DevSecOps

Data

  • PostgreSQL · SQL Server
  • MongoDB · Elasticsearch
  • Snowflake
  • Data modeling
  • Stored procedures

Leadership

  • Team leadership & mentoring
  • Technical direction & architecture
  • Engineering best practices
  • Stakeholder & client engagement
  • Agile / Scrum
  • Documentation

Quality & Tooling

  • Playwright (E2E automation)
  • Jest · Unit testing
  • Performance tuning
  • Debugging
  • Code reviews

AI Tools & Agents

  • Claude Code · Cursor · Windsurf
  • GitHub Copilot · Cline · ChatGPT
  • LangGraph · CrewAI
  • OpenAI Agents SDK
  • Lovable · Bolt.new · n8n

Key moves

01

Designed and delivered a complete banking portal — 100+ Figma screens in two nights — to meet an aggressive deadline.

02

Drove the organization's migration from Windows to Linux infrastructure, improving stability and operational efficiency.

03

Championed and rolled out a modern tech stack across the Hyderabad office — Node.js, React, Python, Mongo, Postgres, Docker, Kubernetes.

04

Planned and executed the migration of 30+ production servers to AWS in 5 days with minimal downtime.

05

Regained control of a compromised production website, restored operations, and hardened security to prevent recurrence.

Recognition

  • High Availability Award — Syntizen2023
  • Engineering Champion — Trescon2017

Education

  • B.Com — Suresh Gyan Vihar University, Jaipur2025
  • Intermediate (MPC) — Osmania College, Kurnool2012

Experience

A decade of shipping, leading, and modernizing engineering — from web dev to AI solutions architect.

35+

Engineers led

  1. Oct 2026 — Present

    Solution Architect

    Wings Micro Systems

    Onsite with a leading global airline client in Doha, Qatar — building AI solutions from proof of value to deployment.

    • Own end-to-end development and deployment of AI solutions, driving proofs of value (POV) and rapid prototyping to validate ideas quickly with the client.
    • Building an internal agentic AI platform in which AI agents evaluate and validate ideas submitted through an internal champions program.
    • Running an R&D experiment in Wi-Fi sensing to detect and identify objects.

  2. Jul 2026 — Oct 2026

    AI Solution Architect

    Taaeen HR Consulting & Talent Development

    Architected secure, production-grade AI and Generative AI for the enterprise and government market in Abu Dhabi.

    • Led the PoC-to-production journey — taking prototypes to secure, scalable AI and Generative AI built to enterprise- and government-grade standards.
    • Architected LLM, RAG and agentic AI solutions using Azure OpenAI, OpenAI, Anthropic and open-source models.
    • Designed Azure cloud architectures with enterprise integrations, APIs, identity management (Entra ID) and high availability (AKS).
    • Ensured AI solutions aligned with UAE data privacy, security, data sovereignty and government technology requirements.
    • Led AI and digital transformation initiatives — identifying high-value use cases with business stakeholders, technical teams and senior leadership.

  3. Apr 2024 — Jul 2026

    Principal Software Development Engineer

    M2P Fintech

    Senior technical leadership — architecture, AI delivery, and engineering standards across full-stack teams.

    • Led architecture and end-to-end delivery of production AI and full-stack products for identity-verification and document-automation platforms.
    • Pioneered Generative AI capabilities — RAG, agentic & multi-agent workflows (MCP, LangGraph), fine-tuning, LLM evaluation & monitoring.
    • Set technical direction and mentored engineers within regulated (RBI, SOC) environments.
    • Served as a trusted technical point of contact for stakeholders and clients, translating ambiguous requirements into well-architected, reliable solutions.

  4. Apr 2023 — Mar 2024

    Senior Engineering Manager

    M2P Fintech

    People & delivery leadership across backend, web, mobile and QA on real-time verification platforms.

    • Led cross-functional teams owning delivery, quality and release readiness.
    • Drove significant cloud-cost reduction and scalability via containerized microservices (AWS / GCP, Kubernetes).
    • Built production AI/ML systems — OCR, document intelligence, face matching, anti-spoof detection.

  5. Feb 2019 — Mar 2023

    Lead Software Development Engineer

    M2P Fintech

    Hands-on technical lead — full-stack platform delivery and engineering modernization.

    • Architected full-stack platforms in Python and React, spanning PostgreSQL, MongoDB, Elasticsearch and S3.
    • Spearheaded engineering modernization — migration to Linux/AWS, adoption of Docker, CI/CD and code-quality standards.

  6. Jan 2018 — Feb 2019

    Full-Stack Developer

    LaunchMyICO

    End-to-end product development for a trading / transaction platform.

    • React, Node.js, Express, MongoDB — secure transaction workflows and smart-contract integration.

  7. 2016 — 2017

    Web Developer

    Trescon

    Responsive, high-performance websites with SEO and third-party integrations.

Final chapter

Have a problem worth solving?

Based in Doha and open across the GCC for AI solution architecture, delivery and technical leadership. I reply to everything.