Abhiigatty
Consulting
I work directly with founders and engineering teams on decisions where software, product, and operational risk meet. The engagement starts with the problem, not a fixed package.
Architecture and reliability
I help teams design or repair APIs, data models, queues, search, authentication, payments, deployment, and observability. My background includes Python and Go services, distributed systems, real-time data, IoT, and production infrastructure.
I can review an existing system, explain its main risks, and turn the findings into a build order your team can use.
Practical AI delivery
I help teams move from an AI demo to a workflow that can survive real users. This includes model selection, retrieval, evaluations, human review, failure handling, cost controls, and monitoring.
I also help define where an agent can act, where it needs approval, and how the team can measure whether it is useful.
Product and technical direction
I help turn an unclear product idea into a small, testable system. We can define the user loop, technical boundary, delivery plan, and evidence needed for the next decision.
This is useful for a new product, a difficult integration, a migration, a vendor decision, or a system that has become hard to change.
How to start
Send a short note with the problem, the current stage, the people involved, and the outcome you need. Include useful technical context, but do not send secrets or production data.
I will reply directly if the work matches my experience. If GattyWorks is a better fit, I will route the work there without making you repeat the brief.