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M. Usman
@usmanqadeer1
AI Engineer
Pakistan
English, Urdu
About me
AI Engineer with 6+ years of experience building production-ready LLM applications, RAG pipelines, and agentic AI systems. I turn complex AI research into real products that ship.
Currently building Alif 2.0, a domain-specific Urdu LLM, and leading agentic RAG deployments for enterprise clients at Traversaal.ai. Previously delivered AI solutions for 100+ clients across healthcare, education, and technology.
IEEE Published · TensorFlow Certified
Core expertise: LangChain · LlamaIndex · RAG · LLM Fine-Tuning · Voice AI · FastAPI · PyTorch · HuggingFace
Skills
M. Usman
Offline •
See my services
Generative Models
I will build custom llm applications, rag pipelines and ai agents in python
Automations & Agents
I will create custom ai agents using langchain, langgraph, and n8n
Portfolio
Work experience
AI Engineer
traversaal.ai
Mar 2024 - Present • 2 yrs 2 mos
• Designed and deployed agentic RAG pipelines for enterprise clients, improving domain-specific accuracy by 30% through retrieval-augmented LLM workflows with tool-calling and function-calling patterns. • Led development of Alif 2.0, a domain-specific Urdu LLM—scoping requirements, curating datasets, benchmarking against multilingual models, and deploying for internal product trials. • Built real-time voice AI prototypes using Whisper, LLaMA, LangChain, and LiveKit, iterating from concept through user-tested demos with product and domain teams. • Implemented on-device model acceleration techniques, reducing inference latency by 40% and optimizing cost-performance tradeoffs for production deployment. • Designed evaluation strategies covering relevance, consistency, latency, and cost to validate AI behavior beyond raw accuracy metrics.
24 Reviews
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Rating Breakdown
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1-5 out of 24 Reviews
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jean_rubyjane
Repeat Client
Hong Kong
It was pleasant to work with Mr.Usman with the professionalism and commitment to the project. It was done in time and according to requirements
Helpful?
sana_elnour
Repeat Client
United Arab Emirates
Cooperative and handles tasks comprehensively. Usman will take any task and fully understand and handle it with professionalism. Great guy to work with and puts client's needs as his top priority.
Helpful?
beatrizentrialg
Spain
Excellent job. It was expected in 3 days, and he did it in 1. He first examined my request and sent a good offer a couple of hours afterward. The price of the offer was definitely in accordance with the quality. I would recommend and repeat.
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noobda
Repeat Client
India
very professional work as i requested, happy to revise and very polite person I would highly recommend... Value for money and affordable.. very understanding person.. i enjoyed working with him...
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fahid_javed
Germany
I am extremely pleased with M. Usman's exceptional work on my project. His expertise, dedication, multiple modifications/revisions as per my requirements and timely delivery exceeded my expectations. Highly Recommended !
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