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vadiml/README.md

Senior Software Engineer with 20 years of experience building full-stack web applications, scalable infrastructure, and AI/ML systems.

What I do

I work across the entire stack — from React/TypeScript frontends through Go and Python backends to AWS/Kubernetes infrastructure and AI/ML pipelines.

Most recently: 7 years as the primary engineer at a B2B conversation intelligence company, where I built and operated everything from the full-stack customer-facing platform to LLM-powered data extraction processing millions of conversations per month on GPU clusters.

Tech I work with

Languages Go, TypeScript, Python, JavaScript
Frontend React, React Query, Material UI, Next.js
Backend NestJS, Express, gRPC, REST
AI/ML LLM integration (OpenAI, Gemini, Groq, LLaMA), AI agents, self-hosted GPU inference
Infrastructure AWS (EKS, MSK, Aurora), Kubernetes, Docker, Terraform
Data PostgreSQL, ClickHouse, Redis, Kafka, Temporal
Observability Prometheus, Grafana

A few things I've built

  • Full-stack platform managing ~100 client installations across multiple Kubernetes clusters
  • Central API consolidating a 9-service microservice architecture with gRPC + REST
  • LLM-powered data extraction pipeline processing 3M+ conversations/month with multi-provider fallback
  • Analytics migration from PostgreSQL to ClickHouse — ~100x query performance improvement on 5TB dataset
  • Scaled a Q&A platform from 8K to 1M daily visitors (125x growth)

Currently interested in

Senior/staff engineering roles — full-stack, backend, or infrastructure, especially where it meets AI/ML.

Get in touch

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