DIRECT ENGINEERING EXPERTISE
No layers of account managers or outsourced junior teams. You work directly with founder and systems engineer Jobi S S to scope, architect, and ship high-performance software.
01 · CAPABILITY● Direct Founder Delivery
Backend Systems & Distributed APIs
High-speed, type-safe backends built with Python, FastAPI, and PostgreSQL.
Key Focus Areas
- ›Robust REST & streaming APIs engineered with Python (FastAPI, Django, Flask)
- ›Scalable TypeScript / Node.js microservices with Express and ElysiaJS
- ›High-concurrency, low-latency compiled backends in Golang & Gin
- ›Database architecture, query tuning, and transactional integrity with PostgreSQL and Redis
- ›Strict end-to-end contracts with automated schema generation and validation
Technologies & Primitives
Python (FastAPI / Django)PostgreSQLRedisGolang GinTypeScript
02 · CAPABILITY● Direct Founder Delivery
AI & MCP Agent Integrations
Custom Model Context Protocol (MCP) integrations, intelligent workflows and tools.
Key Focus Areas
- ›Model Context Protocol (MCP) server & client architectures connecting LLMs to private business data
- ›Autonomous agent toolchains, schema enforcement, and validation guardrails
- ›Production AI-powered workflows with semantic search, embeddings, and RAG pipelines
- ›Pragmatic AI automation that replaces repetitive workflows with deterministic tasks
Technologies & Primitives
Model Context Protocol (MCP)Autonomous AgentsPython & FastAPIVector EmbeddingsLLM Tool Calling
03 · CAPABILITY● Direct Founder Delivery
Cloud Infrastructure & Deployments
Cost-effective, reliable infrastructure engineered across AWS, Google Cloud, and VPS hosting.
Key Focus Areas
- ›Amazon Web Services (AWS) deployment: EC2, ECS, Lambda, S3, RDS, and CloudFront CDN
- ›Google Cloud (GCloud) infrastructure: Cloud Run, Compute Engine, and secure IAM policies
- ›Cost-effective high-performance VPS setups on Contabo with Nginx reverse proxy
- ›Automated Docker CI/CD deployment pipelines with zero-downtime rollouts
Technologies & Primitives
AWSGoogle CloudContabo VPSDocker & ContainersCI/CD Pipelines
04 · CAPABILITY● Direct Founder Delivery
System Architecture & Performance Profiling
Pragmatic technical reviews, latency reduction, and architectural modernization.
Key Focus Areas
- ›Codebase audits identifying performance bottlenecks, security vulnerabilities, and tech debt
- ›PostgreSQL indexing strategies and memory optimization for heavy workloads
- ›Modernization roadmaps transitioning legacy monoliths to clean, modular frameworks
- ›One-on-one architecture consulting directly with founder Jobi S S
Technologies & Primitives
System DesignDatabase OptimizationLatency ProfilingClean Architecture
Ready to architect something resilient?
Share your requirements or architectural challenge with Jobi.
Let's talk engineering →