Available for Projects • we make your wish a production grade software

Building high‑scale systems that never flinch

I'm Shahar Ston — Software Architect and Team Lead specializing in low‑latency systems, real‑time networking, AWS‑native cloud platforms, and AI Agents with MCP. I turn complex technical challenges into production‑ready solutions. Get things done — that's my approach.

10+

Years Experience

300M+

Users Served

100%

Reliability Focus

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Trusted by industry leaders

ai_agent_service.py

async def process_high_scale_request(req):
    # MCP-powered AI agent with distributed processing
    async with MCPClient() as mcp:
        # Parallel processing for scale
        tasks = [
            mcp.call_tool("analyze", req),
            mcp.call_tool("transform", req),
            mcp.call_tool("validate", req)
        ]
        results = await asyncio.gather(*tasks)
        return Response(results, status=200)

Services

What I Build

Specialized expertise in high-performance systems and cloud infrastructure

Networking & Low‑Latency

Real-time networking solutions optimized for performance and reliability

IP routing, Netfilter/iptables, tc, QoS, VPNs
UDP/TCP pipelines, lock‑free patterns
Secure channels (DTLS/TLS), load balancing
Telemetry ingestion & observability
AI agent networking with MCP protocols

Cloud & Microservices

Scalable AWS-native architectures and distributed systems

AWS: ECS/Fargate, Lambda, API Gateway
DynamoDB, S3, CloudFront, Route53
Eventing: Kafka, SQS/SNS, gRPC, ZMQ
MCP-based AI agent deployments on AWS
CI/CD: Docker, Terraform, GitHub Actions

Backend & AI Agents

High-performance services and intelligent automation systems powered by MCP

FastAPI & C++17 services
AI Agents with MCP (Model Context Protocol)
RAG & AI workflows, data processing
MCP tool integration & orchestration
System design & architecture
Code reviews & reliability engineering

Portfolio

Selected Work

Real-world solutions for global-scale platforms

DAZN

Live Platform

Live Sports Platform

Backend services powering user predictions & campaigns for 300M+ users. Built FastAPI microservices, DynamoDB data models, and CloudFront‑fronted APIs with idempotent writes, ETag versioning, and zero‑downtime deployments. Integrated AI agents with MCP for intelligent content recommendations.

FastAPI
DynamoDB
CloudFront
ECS
MCP
AWS

OTT

Remote Systems

Remote Driving Platform

Designed and implemented UDP‑based relays and traffic shaping for remote vehicle operation over LTE/5G. Lock‑free/low‑copy data paths, resilient failover, and secure links. Led a team of 6 engineers + 2 QA end‑to‑end.

C++17
iptables/tc
Kafka/ZMQ
Security
Networking

Expertise

Tech Stack

Technologies I work with daily

Languages & Frameworks

C++17 Python 3.12 Bash FastAPI MCP gRPC Protobufs

Infrastructure & Tools

Docker Terraform Kafka ZMQ Linux GitHub Actions

AWS Services

ECS/Fargate Lambda DynamoDB S3 CloudFront Route53

Specializations

System Design Low-Latency AI Agents & MCP Networking Security Observability Reliability

About

Engineering Excellence

Software Architect and Team Lead & Engineer with 10+ years building high‑scale, low‑latency systems and 3+ years leading core networking teams. Formerly at Samsung, Imperva; Software Architect and Team Lead at Ottopia. Expert in AI Agents with MCP (Model Context Protocol) for intelligent automation.

I thrive on turning complex ideas into production software and mentoring teams to ship reliably. Every system I build is designed for scale, reliability, and maintainability. Get things done — I focus on delivering results, not just code. When you need something built, I make it happen.

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