Gradient Methods partners with scaling companies to design, architect, and ship production AI systems and cloud-native platforms — from strategy through working code.
From generative AI systems to resilient distributed architectures, we solve the hard problems that unlock growth.
Production-grade generative AI systems — RAG pipelines, agent frameworks, fine-tuning, evaluation, and responsible deployment at scale.
Serverless and event-driven architectures, cloud migrations, cost optimization, and infrastructure-as-code for AWS, GCP, and Azure.
High-availability design, latency reduction, resilience engineering, and scaling strategies for mission-critical FinTech and financial services platforms.
Not just advice — hands-on engineering leadership that ships production code and builds sustainable teams.
Embedded engineering leadership for companies that need senior technical decision-making without a full-time executive hire. Strategy, architecture reviews, team building, and technical due diligence.
15+ years of writing production code across startups, enterprises, and federal agencies. From proof-of-concept through production deployment — architecture that works in the real world.
Specialized experience in FinTech, financial services, and crypto — industries where reliability, compliance, and performance are non-negotiable.
Identifying organization-wide pain points and building sustainable mechanisms and teams to solve them. Proven track record with rapidly scaling companies.
Whether you need a fractional CTO, an AI strategy, or hands-on engineering — let's talk.
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