01/29/2026
Embedded Systems & AI Platform Support | Architecture-Led Delivery
I provide hands-on embedded systems support for organizations building or stabilizing production-grade platforms where performance, reliability, and delivery risk actually matter.
This is not advisory. This is ex*****on and problem ownership.
Delivered support includes:
• Embedded Linux system support across consumer electronics, smart devices, and content delivery platforms
• Low-latency AI/ML model integration on resource-constrained hardware
• End-to-end MLOps pipelines (Kubeflow, MLflow, Docker, Kubernetes) adapted for embedded and edge deployments
• Cloud-integrated embedded architectures using AWS, Azure, and GCP for device telemetry, inference, and OTA workflows
• AdTech-aligned AI pipelines for targeting, personalization, segmentation, and performance optimization
• Computer vision implementations for fitness, interaction, and content analysis
• Backend support for cloud gaming and streaming platforms, including scalability and performance tuning
• Architecture and ex*****on support for Web3-aligned media and digital ownership platforms
• AI-driven commerce and recommendation engines integrated with embedded and edge systems
• Direct collaboration with startups, vendors, and external engineering teams to unblock delivery and stabilize releases
I typically engage when:
• Internal teams are blocked or under delivery pressure
• Embedded + AI systems are failing in production
• Architecture decisions must be corrected without delays
• Contracts, timelines, or reputation are at risk
If you are looking for real embedded systems support, not experimentation or junior ex*****on, connect directly.
📩 WhatsApp (Project Discussions Only): +91 79056 48466
🚫 Please do not call.
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Suchita Agrawal
Linux Enthusiast | Solutions Architect (IT)
Architecture-Led Embedded & AI Delivery
