muhammad ibrahim Khan
@muhammadibrahimkhan1
I build secure, on-premises agentic AI platforms that automate regulated enterprise workflows.
PakistanWhat I'm looking for
At Emirates NBD, I build on-premises AI infrastructure and production agentic AI systems for more than 10 business units, keeping sensitive banking data behind the firewall. My work includes deploying Llama, Qwen, and Mistral models, building a custom inference layer for ReAct-style workloads, and reducing LLM serving costs by approximately 35%.
I built a 24/7 autonomous incident-resolution agent that investigates BMC Remedy incidents through ELK/Kibana and MongoDB MCP servers, resolves them in about 10 minutes, and cut resolution time by 70%. I also led an AI-powered IDE and DevOps automation platform that reduced routine development effort by approximately 40%, alongside document intelligence and RAG solutions that reduced manual review and search time.
Across nine years in banking and healthcare, I’ve delivered full-stack systems with Node.js, Python, TypeScript, Angular, and React. I lead engineering teams, build guardrails and evaluation harnesses for safe AI adoption, and have been recognized three times with Emirates NBD’s Gem Award for AI-powered automation.
Experience
Work history, roles, and key accomplishments
Senior Software Engineer
Emirates NBD
May 2022 - Present (4 years 3 months)
Lead a team of 4 engineers building on-premises AI infrastructure, deploying open-source LLMs behind the firewall. Built an autonomous incident-resolution agent reducing resolution time by 70% and a custom inference layer outperforming vLLM.
Software Engineer
Emirates NBD
Apr 2020 - Mar 2022 (1 year 11 months)
Led a team of 3 developers building an AI-assisted business onboarding portal with LLM-based validations. Implemented automated document checks reducing manual assessment time by ~50%.
Software Engineer
Health Information Service Delivery Unit (HISDU)
Jul 2017 - Apr 2020 (2 years 9 months)
Built healthcare applications covering OPD, IPD, and Emergency modules as part of a 4-member team. Developed end-to-end features using Angular and Node.js/Express, and implemented unit and end-to-end tests.
Education
Degrees, certifications, and relevant coursework
FAST National University of Computer & Emerging Sciences
Bachelor of Science, Computer Science
Activities and societies: ICT Scholarship
Bachelor of Science in Computer Science degree from FAST National University of Computer & Emerging Sciences, Islamabad, Pakistan.
Tech stack
Software and tools used professionally
Availability
Location
PakistanAuthorized to work in
Website
ibrahim-resume.web.appSalary expectations
Social media
Job categories
Skills
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