I'm an AI engineer and AI architect with 12+ years of experience taking AI from idea to production. I've led engineering teams at Giisty and Hyves.co in Dubai, and today I work with startups and enterprises worldwide as a freelance AI engineer and consultant.
My work spans generative and agentic AI, model training on custom datasets, computer vision, NLP and data science, image and video generation pipelines, and the MLOps and GPU infrastructure to run it reliably.
- 🧠 I design RAG systems, build multi-agent workflows with LangGraph, CrewAI and MCP, and fine-tune models for real business use
- 📄 Published researcher in PLOS ONE — formal modelling of IoT routing-protocol security with coloured Petri nets
- 🎓 MS Computer Science on a merit-based full scholarship (COMSATS University)
- 📍 Based in Dubai, UAE — working remotely with clients across the US, Europe and the Middle East
- 🟢 Available for new projects — freelance AI engineering, consulting and contract work
| 12+ | 100+ | 90+ | 100+ |
|---|---|---|---|
| Years of experience | Projects delivered | Happy clients | AI models in production |
| Generative AI & LLM apps | Chatbots, copilots, search and assistants grounded in your own data — production RAG with the right chunking, retrieval and evaluation |
| Agentic AI & automation | AI agents and multi-agent systems that plan, use tools and finish real work — with memory, guardrails and human-in-the-loop review |
| AI architecture & strategy | Architecture reviews, build-vs-buy and model selection, evaluation, cost and latency planning |
| Model training & fine-tuning | Dataset curation, labelling and synthetic data, LoRA/QLoRA fine-tuning of LLMs and diffusion models |
| Image & video generation | Flux and SDXL pipelines, LoRA training for consistent characters, video generation and voice cloning at production scale |
| Computer vision, NLP & speech | Detection, segmentation, OCR, classification, entity extraction, semantic search and speech-to-text |
| MLOps & GPU infrastructure | GPU inference, model serving, CI/CD for models, drift monitoring and cost control on Kubernetes across AWS, Azure and GCP |
Generative & agentic AI
Model training, vision & media
MLOps, cloud & data
Languages
| Project | What it is |
|---|---|
| comfyui-production-workflows | 12 production-tested ComfyUI workflows — AI UGC videos, trend copying, character generation, music, voice cloning and more |
| comfyui-content-factory | Autonomous AI content pipeline — consistent characters, pose-controlled scenes and production-ready video assets using ComfyUI, ControlNet, IPAdapter and multi-LoRA |
| shopify-ai-art-personalization-app | Shopify app for AI-personalized products — customers upload a photo, preview AI art and buy. Supports OpenAI GPT Image, Gemini, FLUX and fal.ai |
| pqc-iot-analyzer | Rust CLI that analyzes IoT protocol traffic (CoAP, MQTT, RPL) and assesses post-quantum readiness against NIST FIPS 203/204 |
| ai-robust-iot-ids | Adversarial robustness evaluation of ML-based intrusion detection for IoT — FGSM, PGD and C&W attacks with adversarial training and ensemble defenses |
- MakeInfluencer.ai — AI influencer generator: one consistent AI character, photos and videos across 10+ models (Sora, Veo, Kling, Seedance) with lip sync, motion control and a public REST API
- Magical Children's Book — personalized children's books generated from a photo: a 26-page illustrated book in about 15 minutes
- JoyPix.ai — AI video platform: image-to-video, text-to-video, lip-sync and talking avatars, image generation and voice cloning
- HappyHorse — AI video generator turning text prompts or reference images into videos in minutes
- Dataism — end-to-end AI content platform: FastAPI, Next.js dashboard and 30+ ComfyUI workflows (Flux LoRA training, SDXL, voice cloning, video) generating 100 characters an hour
- Giisty — knowledge platform running 200+ containerised microservices with AI-assisted knowledge retrieval (Engineering Lead)
- HYVES — social commerce platform with LLM-powered recommendations and RAG search (Tech Lead)
More on amarsohail.com.
| Period | Role | Where |
|---|---|---|
| 2024 – Present | Freelance AI Engineer & Consultant | Remote · clients worldwide |
| 2022 – 2024 | Tech Lead | Hyves.co · UAE & France |
| 2020 – 2022 | Engineering Lead | Giisty · Dubai |
| 2018 – 2020 | Backend Engineer | Digital Innovation (Pvt) Ltd · Lahore |
| 2016 – 2018 | Software Engineer | University of Central Punjab · Lahore |
- IBM RAG and Agentic AI Professional Certificate — IBM · Coursera (2025)
- Generative AI with Large Language Models — Coursera (2024)
- Google Cloud Professional Architect — Google Cloud (2023)
- AWS Certified Cloud Practitioner — Amazon Web Services (2018)
- Scaling AI Content Pipelines with ComfyUI: LoRA Training, Voice Cloning & Video Generation
- Building Production-Ready RAG Pipelines with LangChain
- Kubernetes at Scale: Lessons from Running 200+ Microservices
- Fine-Tuning LLMs for Domain-Specific Applications
- Agentic AI Systems: From Concept to Production
All posts on the blog.
Agentic AI & multi-agent orchestration · Video generation models · Claude Code & MCP · GPU inference optimization
Have a project in mind?
Book a free 30-minute call · amarsohail.com · dr.amar.sohail@gmail.com