01
Current chapter
MENA
Chief Technology Officer
AURAS Technologies MENA FZCO
Directing technical strategy across AI SaaS, production RAG, non-custodial payments and platform architecture.
Hands-on CTO · AI Systems Architect · Dhaka / Global
Architectingintelligence.Shipping reality.
Seven-plus years building production AI systems across agents, RAG, speech and financial infrastructure—often from the first diagram to the final deployment.
7+Years in AI
Production operator
SF—AI—ARCH · DHK 23.8103° N
01 / Career trajectoryFrom models to
From models to
whole systems.
7+Years in AI
& software
& software
02
United Kingdom
AI Systems Engineer · Part-Time
Enny-Thing Ltd
Built an automotive voice assistant combining real-time diagnostics, predictive maintenance and embedded NLP.
03
Germany
Senior Generative AI Engineer
Youvendo GmbH
Led customer-facing generative AI systems spanning automated content and personalized diffusion-based artwork.
04
Bangladesh
Machine Learning Engineer
Skylar Softwares
Developed Danish automatic speech recognition and improved voice-assistant performance for a low-resource language.
02 / Selected systems
Work that explains how I think.
Six systems get the full visual treatment. The wider archive below preserves the breadth without overwhelming the strongest work.
01Inspect system Live production · Fintech infrastructure
Auras Pay
A non-custodial crypto payment platform built from zero to production for merchants operating across online and physical commerce.
- 80%+ built hands-on
- ~6 months to production
- 2,800 registered users
02Inspect system Private client system · Voice AI
Real Jarvis
A voice-first Windows assistant that understands commands, controls applications and executes multi-step desktop workflows.
- Speech-to-action pipeline
- Multilingual understanding
- Desktop tool execution
03Inspect system Client system · Embedded automotive AI
S61 Car Assistant
An automotive assistant combining real-time diagnostics, voice interaction and predictive-maintenance workflows on resource-constrained hardware.
- Embedded inference
- Vehicle diagnostics
- Voice-first controls
04Inspect system Decommissioned product · Generative imaging
Mokki Art
An identity-preserving image generation system shipped before high-quality personalized generation became a commodity feature.
- 6–12 source photos
- Identity preservation
- Early diffusion-era delivery
05Inspect system Applied AI · Document intelligence
Talk with Book
A conversational document system that lets users explore PDFs through retrieval, semantic search and grounded natural-language answers.
- Document ingestion
- Semantic retrieval
- Grounded conversations
06Inspect system Applied AI · Low-resource speech
Kurdish Sorani STT
A speech-to-text system focused on Kurdish Sorani, tackling the data and modeling constraints of an underrepresented language.
- Low-resource language
- Audio pipeline
- Accessible transcription
Archive / 15 more systemsMore shipped,
More shipped,
explored & built.
A broader index of SaaS, AI, speech, automation and Web3 work from the original portfolio.
Restaurant Management SaaS
Operations, orders and restaurant workflow management.
Auras Biz
Digital card and voucher marketplace platform.
AI QR & Barcode Generator
Intelligent QR code and barcode generation workflows.
Writebot
Multi-language AI content-generation system.
Looma Assistant
Wedding planning, coordination and recommendation assistant.
Lescape
Destination wedding planning and logistics platform.
Market Real Estate AI
Property analysis, valuation and market intelligence.
Jobmama
AI job portal focused on blue-collar workers.
Legal Document Analyzer
Legal document review and information extraction.
AI Therapist
Early conversational wellbeing companion prototype.
EmosTTS
Emotion-aware text-to-speech experimentation.
Alberta Voice Assistant
Hands-free website navigation through voice commands.
Auras Wallet
Non-custodial wallet and asset-management experience.
EnnySports
Digital product suite designed for athletes.
Max AI Receptionist
Website greeter and business-information assistant.
03 / Capability mapOne owner.
One owner.
Whole system.
I work across the boundaries that usually slow AI products down: model behaviour, application architecture, infrastructure and product decisions.
Agentic AI systems
Stateful LangGraph workflows, tool use, approval gates, memory and recovery paths.
PLANACTCHECKRECOVER
Production RAG
Retrieval design, evaluation, reranking, observability and inference economics.
Speech & audio
Multilingual STT/TTS, command understanding and real-time voice interfaces.
Platform ownership
Backend, frontend, APIs, infrastructure and deployment—with executive context.
04 / System blueprintHow a production
How a production
AI agent thinks.
Select a stage to inspect the architecture. The model is one component; reliability comes from everything around it.
ACTIVE NODE / 01
Intent becomes a stateful plan
A typed state graph turns an open-ended request into explicit steps, dependencies, tool permissions and success conditions.
05 / CredentialsStructured learning.
Structured learning.
Applied in production.
Certificates support the work. They do not replace it.
Microsoft
AI & ML Engineering Professional Certificate
Applied AI engineering, model development and deploymentDeepLearning.AI
Generative AI for Software Development
LLM-assisted software engineering workflowsUniversity of Michigan
Python Specialization
Python programming and applied problem solvingiNeuron.ai
Generative AI with LangChain & Hugging Face
LLM applications, orchestration and open-source modelsZero To Mastery
PyTorch for Deep Learning Bootcamp
Neural networks and production-oriented PyTorch06 / Point of view
Production AI is not a model demo.