vasmb
Infrastructure and backend engineer with 3.5+ years of experience in AWS/Redshift control-plane systems, seeking AI/ML infrastructure, platform, or backend roles at Series A/B AI companies.
Skills
Domains
Show original post
Location: San Francisco, CA Remote: [Yes / Hybrid / On-site SF] Willing to relocate: Yes for NYC and London Technologies: Python, C++, SQL, AWS (CDK, CloudFormation, Lambda, EventBridge, DynamoDB), Docker, Kubernetes, CUDA, PyTorch Résumé/CV: https://drive.google.com/file/d/1Bs9hjqXn26KlqcELGOpijO0g9nH6KCIC/view?usp=sharing Email: [email protected] Infrastructure and backend engineer, 3.5+ years. I work on the Amazon Redshift control plane at AWS. I built the production control-plane backend for Redshift Serverless's AI-driven autoscaler: resize orchestration, failover, and state management. I'm the person who makes ML systems run reliably in production, not the one training the models. Other work at AWS: - Cut deployment blast radius ~95% with fault isolation on a core orchestration service. Zero rollbacks. - Cut multi-region deployment time from 3-4 weeks to 5-7 days by moving core services to AWS CDK. - Led the Graviton4 rollout for Redshift Serverless. ~30% per-node compute gains, zero customer impact. Before that I shipped a CUDA MRI reconstruction solver and a 3D U-Net on Vertex AI at a medical imaging startup. MS EE, Columbia. Looking for: AI/ML infrastructure, platform, or backend roles at Series A/B AI companies.
Top job matches
10Enveritas
Remote
Backend Software Engineer role at Enveritas, a remote worldwide nonprofit focused on sustainability data systems for coffee, cocoa, and tea supply chains.
Spade
New York City
Spade is hiring for multiple full-time engineering, AI/ML, data science, revenue, and operations roles in NYC or remotely in the US/Canada, with salaries from $130K to $240K+ plus equity.
Avision GmbH
Remote
Avision GmbH is hiring a Full Stack Developer to modernize business software in small teams, working fully remote within Germany.
Namespace
San Francisco, CA / New York, NY / Zurich, Switzerland
Namespace is hiring for multiple full-time roles across security, product, infrastructure, customer-facing software, and engineering leadership for its global infra stack.
OpenSanctions
Berlin
OpenSanctions is hiring a Product Engineer to own commercial product systems across Python, SQL, and React/Next.js, with remote freelance work and an option for employment.
Radar Labs
NYC
Radar Labs is hiring software engineers across SRE, ML, backend, full-stack, mobile, security, and QA for a remote-US or NYC full-time role.
Lokker
Remote
Lokker is hiring a remote full-time Data Scientist to build and improve classification, scoring, and risk-intelligence models for privacy and security analysis.
Snout
Remote
Snout is hiring multiple full-time remote engineering and product roles, including a Founding Data Engineer, for a pet health/veterinary care platform.
Runway
Remote
Runway is hiring for multiple full-time roles including backend/API, engineering management, IT, robotics, and developer platform positions.
EggAI
Remote
EggAI is hiring remote EU-based software/platform engineers and an IT Operations Lead for a small enterprise AI consultancy, with full-time preferred and contract possible.