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Description
Work with an experienced ML engineer to build the skills needed to take AI from prototype to production, reliably and at scale. Possible uses of coaching sessions, but not limited to: - ML model deployment and serving infrastructure - Experiment tracking and model versioning tools - Automated deployment pipelines for machine learning - Model monitoring, drift detection, and alerting - Feature store design and data pipeline automation - Cost optimization and inference efficiency at scale - AI code review on your production ML systems
What you'll get from this package
A clear understanding of the MLOps lifecycle from experiment tracking to production monitoring
Hands-on knowledge of key tools and platforms used by ML engineering teams
The ability to design monitoring systems that catch model and data issues early
Skills to build and maintain production ML systems independently
Additional details
Coaching delivered via live sessions and .
Services included:
Technical Skills
AI Research
Model Development
ML Ops & Deployment
AI Code Review
Talk to a team member
Schedule a call with a Leland team member who can help you explore your options.
Schedule a call
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Custom hourly ยท $79/hr
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Offered by Atique A.
Joined July 2026
Principal AI/ML Architect | Enterprise GenAI & Agentic Systems
๐ฃ๐ฟ๐ถ๐ป๐ฐ๐ถ๐ฝ๐ฎ๐น ๐๐ ๐๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐ | ๐๐ฒ๐ป๐ฒ๐ฟ๐ฎ๐๐ถ๐๐ฒ & ๐๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐๐ | ๐ ๐๐น๐๐ถ-๐๐ด๐ฒ๐ป๐ ๐ฆ๐๐๐๐ฒ๐บ๐ | ๐๐ ๐๐ผ๐๐ฒ๐ฟ๐ป๐ฎ๐ป๐ฐ๐ฒ I design and scale enterprise-grade AI architectures โ production-ready Generative, Agentic, and Multi-Agent AI platforms. With 12+ years across platform engineering and distributed systems, my work focuses on where AI moves from prototype to enterprise: governed, observable, scalable, and cost-controlled. At Zoom, I contributed to AI platform initiatives bridging developer ecosystems with modern AI. Today, I architect reusable platform foundations for agent orchestration, lifecycle governance, distributed execution, and scalable deployment. ๐ ๐๐ ๐๐ผ๐๐ฒ๐ฟ๐ป๐ฎ๐ป๐ฐ๐ฒ & ๐ฃ๐น๐ฎ๐๐ณ๐ผ๐ฟ๐บ ๐ฆ๐ฎ๐ณ๐ฒ๐๐ A core thread across my work is making AI systems audit-ready and policy-bound โ designing authentication and authorization layers (Azure AD / Entra ID, OAuth2, IAM SigV4, JWT) with pluggable AuthProvider patterns, multi-account topologies for tenant isolation, cross-account observability (ADOT + PrivateLink), and cost governance through gateway routing and credit-based metering. Enterprises don't just need AI that works โ they need AI that's auditable, cost-controlled, and policy-bound. That's the layer I architect. ๐ค ๐ฆ๐๐ฎ๐ฟ๐๐๐ฝ & ๐๐ผ๐๐ป๐ฑ๐ฒ๐ฟ ๐๐ผ๐น๐น๐ฎ๐ฏ๐ผ๐ฟ๐ฎ๐๐ถ๐ผ๐ป I partner with startups to design AI-native products from day one โ system design, platform strategy, multi-agent workflows, LLM integration โ helping founders move from concept to scale without crippling technical debt. ๐ ๐ ๐ฒ๐ป๐๐ผ๐ฟ๐๐ต๐ถ๐ฝ & ๐๐ผ๐ป๐๐ฒ๐ป๐ Through YouTube (youtube.com/codeztech), atiqueahmed.com, codeztech.in, and GitHub (github.com/codeztech-atique), I've mentored 20+ developers into top companies โ covering Hugging Face, Ollama, PyTorch, Node.js, React, Angular, AWS, and system design. ๐น ๐๐ผ๐ฟ๐ฒ ๐๐ผ๐ฐ๐๐ ๐๐ฟ๐ฒ๐ฎ๐ Generative AI (GenAI) & Agentic AI Multi-Agent Systems (MAS) LLM Architecture & RAG AI Governance, Lifecycle Management & Policy Enforcement Auth Architecture (OAuth2, SigV4, JWT, Entra ID) AI Platform Engineering & Distributed Systems Cost Governance & Cross-Account Observability Autonomous Workflow Design ๐ ๐๐ถ๐ด๐ต๐น๐ถ๐ด๐ต๐๐ Guinness World Record holder (Programming Excellence) Designed scalable AI platforms used at enterprise scale Enabled startups to launch AI-powered MVPs rapidly Delivered technical workshops and architecture sessions If you're building the next generation of governed, enterprise-grade AI systems โ ๐น๐ฒ๐'๐ ๐ฐ๐ผ๐ป๐ป๐ฒ๐ฐ๐.
Starting at $375.25
5h+ of coaching