Full Stack Developer
Full Stack Developer with 5+ years of experience building scalable, production-grade systems.
I specialize in:
- Distributed backend systems & microservices
- High-performance APIs and event-driven architectures
- Applied AI systems (RAG, embeddings, semantic search, MCP tooling)
Currently focused on bridging backend engineering + AI infrastructure to build intelligent, scalable systems.
Go · TypeScript · NestJS · PostgreSQL · gRPC · Kafka · Redis · Docker · Microservices
RAG Systems · Vector Databases (pgvector) · Embeddings · Semantic Search · MCP · LLM Integrations
AWS · Kubernetes · CI/CD · GitLab · GitHub Actions · Linux · Nginx
React · Next.js · React Native · TypeScript
- Built scalable microservices using Go & NestJS for high-concurrency systems
- Reduced event-processing latency by ~40% using Kafka pipelines
- Improved system observability and deployment workflows
- Integrated 10+ third-party APIs and services
- Built scalable marketplace and e-commerce platforms
- Improved API performance by 25% via caching & query optimization
- Designed RBAC + secure authentication systems
- Managed Docker-based deployments with PostgreSQL
- Built production full-stack applications with Node.js & React
- Improved system reliability through refactoring & monitoring
- Delivered features in cross-functional teams
jobs.af — Backend Team Lead (Link)
- Microservices platform for job matching system
- Built semantic job-candidate matching using embeddings + gRPC
- Implemented vector similarity ranking for recommendations
Project Vectorizer (Source)
- Built codebase vectorization system for AI agents
- Enabled semantic navigation of large repositories
- MCP-compatible architecture for contextual understanding
AI Spam Detection System (Source)
- NLP moderation pipeline using Transformers
- Combined zero-shot classification + risk scoring
- Backend Architecture & System Design
- Scalable AI Infrastructure
- Vector Search & RAG systems
- Distributed Systems & Performance Optimization
Open to remote opportunities in:
- Backend Engineering
- Platform Engineering
- Applied AI Infrastructure
Email: baktash775@gmail.com
Portfolio: https://baktash.starkbak.net



