Make employee data
reliable across systems.
Led an HR lifecycle integration from routing and identity matching through controlled corrections and direct API verification.
Read the delivery storyI'm Idrees. I lead AI and automation initiatives, build the systems behind them, and help teams put them to work.
Led an HR lifecycle integration from routing and identity matching through controlled corrections and direct API verification.
Read the delivery storyA company-wide adoption program with practical learning, reusable prompts, and accountable rollout.
Adoption infrastructure launchedExplore case study
A personalized AI lookbook that connects a fabric conversation to a visual buying experience.
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Reference prototypeExplore case studyCustomer records, booking, and digital operations grounded in firsthand operating responsibility.
Delivered operating systemsExplore case studyI developed an innovation framework and presented it to the CEO: start with the business problem, identify an owner, check readiness, and decide what would justify scaling.
For a legacy recruiting archive, I built a Power BI data product and challenged an unnecessary database-and-refresh stack for static data. It was shared for leadership review.
I evaluated an AI support-agent scope against actual demand, access needs, API constraints, and pricing. That work clarified the viable scope and the conditions for a useful pilot.
Lead cross-functional AI and automation initiatives spanning production HR integrations, AI adoption infrastructure, reporting, and build-versus-buy evaluation.
Built the lookbook and client workflows while running coaching and custom-clothing operations.
Ran sales and daily operations solo for substantial parts of the year. Built customer, scheduling, and website systems around the work.
Short telecom customer-retention engagement with cross-functional alignment work.
Translated business requirements for enterprise programs. Supervised three junior analysts on a wealth-management engagement and supported implementation and testing.
TypeScript · React · Next.js · Node.js · REST APIs · Make · Power Automate · Zapier
OpenAI Responses API · Gemini API · Claude · Microsoft 365 Copilot · Structured output · Citation checks · Deterministic tests
Problem discovery · Process design · Build versus buy · Canaries & rollback · SharePoint · Teams · Learning programs
I use AI coding tools to build, then take responsibility for review, debugging, and verification. My focus is applied systems and adoption; SQL is foundational.
I’m looking for remote applied AI and operations roles that combine problem discovery, hands-on delivery, and adoption. Here’s where to start the conversation.
Give me an operational problem that crosses teams and systems. I can define the requirements, build the integration, and verify what reached the destination.
Production integration Ask me: How did you handle identity matching and controlled corrections?I connect tools to the routines around them: practical guidance, learning infrastructure, and clear ownership. The next step is measuring sustained use and workflow outcomes.
AI adoption infrastructure Ask me: What did you deliver, and how would you measure whether it helped?I use AI coding tools, review and debug the result, and make tradeoffs explicit. The launch-readiness prototype shows how I separate supported evidence from questions that need a person.
Launch-readiness example Ask me: What did you build yourself, what did you orchestrate, and how did you test it?My focus: applied systems and adoption. I’m best suited to roles that value technical execution alongside business judgment.
Discuss a role