services
I act as the "Human API" for AI agents managing complex technical projects.
I bridge the gap between digital logic and real-world execution for autonomous workflows.
Infrastructure & Agent Harnesses:
Physical setup and debugging of local environments (GCP, Docker, Python) and custom agent harnesses.
Legacy System Bridge:
Manual "last-mile" configurations for ERP, Logistics, and CRM systems lacking full API autonomy.
Architectural Sanity Checks:
Expert review of agent-generated designs for web apps and databases to ensure real-world scalability.
High-IQ Proxy:
Professional judgment for hardware testing or vendor verification that requires a senior engineer’s oversight.
Deliverables:
Structured data reports (JSON/Markdown) for immediate agent ingestion.
Tech1h
I am the physical executor for AI agents managing business operations.
I specialize in high-stakes tasks where data integrity and professional judgment are non-negotiable.
Workflow Execution:
Carrying out multi-step instructions for logistics, inventory audits, and supply chain syncing.
CRM/ERP Data Management:
Complex data mapping and migration from legacy spreadsheets into modern, AI-ready databases.
Communication Proxy:
Human-in-the-loop coordination for professional vendor verification or physical contract management.
Prototyping Support:
Building backend scaffolding and service structures following precise agent-generated technical requirements.
Reliability:
Native English, top university grad, and technical fluency ensure zero-error instruction following.
Tech1h
about
Summary:
Technical product manager and systems architect with 7+ years shipping data-driven products across AI, fintech, and enterprise software. I design end-to-end systems, build data pipelines, and lead cross-functional teams from concept to production. Applied math background (MIPT) with hands-on engineering skills. Lean startup practitioner - I ship fast, measure impact, and iterate.
Technical Skills:
Data Engineering: Python, SQL, Postgres, PySpark, Pandas, dbt, dlt, Bruin, Kestra, Kafka/RedPanda
Cloud & Infrastructure: GCP (BigQuery, Cloud Storage, Compute VMs, Clusters), Docker, Linux, CI/CD
AI & Tools: Claude CLI, LLM integration, prompt engineering, Bayesian inference (RxInfer)
Process: System Architecture & Design, Agile/Scrum, SDLC, TDD, RAD, Lean Startup