Software & Cloud Engineer. I help businesses reduce costs, improve performance, latency, and stability in production systems.
Services
Cloud Infrastructure Performance Review
What I Offer
- Infrastructure and system architecture review
- Performance bottleneck analysis
- Resource usage and cost review
- Observability and monitoring assessment
- Actionable recommendations with clear priorities
How I Work
I work methodically, starting with visibility and data before touching anything.
Instead of trying to fix everything at once, I identify the few issues that create most of the cost, latency, or instability. The focus is on understanding where the system is inefficient and why.
Most teams get clear improvement directions within the first review, without committing to long-term work or risky changes.
I communicate findings clearly and stay available for questions during the review period.
€500 per review
One-time engagement
Typical turnaround: 5–7 days
Consulting Call
Have a specific performance or cloud question? I'll review your situation and explain what's likely going wrong, what matters, and what doesn't.
Custom Engagements
Need something different? I also offer follow-up implementation help, deeper reviews, or ongoing advisory work depending on your needs and constraints.
Work Experience
Contributions
Results that speak for themselves
From AI platforms to mobile apps, I've helped teams achieve measurable improvements in performance, scalability, and cost efficiency.
Artifimo
Built a complete AI automation platform from scratch. Achieved sub-200ms response times on LLM orchestration and 99.9% uptime across all client deployments.
Actiko
Implemented intelligent caching and RAG optimization that reduced API costs by 65% while improving response quality scores by 40%.
VOWCE
Optimized speech-to-text pipeline achieving real-time transcription with 95% accuracy. Reduced app bundle size by 35% through code splitting.
JobCue
Architected scalable interview processing system handling 1000+ concurrent sessions. Reduced infrastructure costs by 50% through smart resource allocation.
Postmate
Built high-throughput content generation pipeline. Implemented queue workers that process 10,000+ posts daily with zero downtime.
Sentimenty
Delivered enterprise-grade feedback system with real-time analytics. Achieved 60ms average page load through edge caching and optimization.
CloseUp.Pics
Engineered GPU inference pipeline with 3x faster image generation. Built monitoring stack that reduced debugging time by 80%.
IrreglY
Developed scalable mobile reporting system serving thousands of users. Implemented efficient geospatial queries with sub-100ms response times.
Artifimo
Built a complete AI automation platform from scratch. Achieved sub-200ms response times on LLM orchestration and 99.9% uptime across all client deployments.
Actiko
Implemented intelligent caching and RAG optimization that reduced API costs by 65% while improving response quality scores by 40%.
VOWCE
Optimized speech-to-text pipeline achieving real-time transcription with 95% accuracy. Reduced app bundle size by 35% through code splitting.
JobCue
Architected scalable interview processing system handling 1000+ concurrent sessions. Reduced infrastructure costs by 50% through smart resource allocation.
Postmate
Built high-throughput content generation pipeline. Implemented queue workers that process 10,000+ posts daily with zero downtime.
Sentimenty
Delivered enterprise-grade feedback system with real-time analytics. Achieved 60ms average page load through edge caching and optimization.
CloseUp.Pics
Engineered GPU inference pipeline with 3x faster image generation. Built monitoring stack that reduced debugging time by 80%.
IrreglY
Developed scalable mobile reporting system serving thousands of users. Implemented efficient geospatial queries with sub-100ms response times.
Professional Certifications
I hold the following certifications, demonstrating my expertise and commitment to continuous learning.
- U
Building AI
University of Helsinki
- M
Career Essentials in Generative AI
Microsoft
Recent Posts
FastAPI-MCP: A Guide to Using MCP With FastAPI
Learn how to integrate FastAPI with Model Context Protocol (MCP) to instantly turn your API endpoints into agent-ready tools and workflows.
Reassessing "Zero to One" in the Age of Advanced AI
AI is advancing faster than the previous decade expected.
Ready to improve your cloud?
Get a comprehensive infrastructure review and actionable recommendations to reduce costs, improve performance, and scale with confidence.
Need to contact me via e-mail? Write to: m [at] martinkostov [dot] me