who I am & how I work
Alexey Belochenko
Systems & Data Engineer · Software Engineer
I model dynamic systems, build resilient platforms, and keep teams honest about failure modes. I don't build in a vacuum — I anchor scientific rigor in practical engineering to ensure theory withstands the friction of real-world production. My mandate: stabilize the noise, enforce observability, and ship the smallest proven step forward.
// Engagement Modes
High-level system modeling, technical due diligence, and no-nonsense roadmaps.
Production-grade pipelines, vectorization, and merciless incident drills.
De-risking complex domains through mathematical modeling and rapid prototyping.
// Career Snapshot
- ●7+ years engineering mission-critical systems, bridging Scientific Computing and Enterprise Infrastructure.
- ●Founder experience leading R&D for autonomous aerial systems (Elliscope), integrating hardware sensors with Python telemetry.
- ●Optimized wind energy simulation pipelines on GPU clusters (GE Vernova), achieving 5–10× acceleration.
- ●Architected Airflow data pipelines for clinical trials (Trialing Health), slashing processing time by 67%.
- ●Orchestrated cloud migrations and disaster recovery plans for Fintech clients, reducing costs by up to 25%.
- ●Mentored 150+ engineers and introduced scientific rigor to development processes.
// Engineering Discipline
Innovation requires control. I explore new domains through rigorous experimentation, ensuring client stability while pushing technical boundaries.
Every hypothesis is validated using applied mathematics and objective performance metrics. No guessing — only proofs.
Solutions are designed for hyper-scale from day one. I build systems that survive real-world load and support tomorrow's growth.
Speed is a feature. I deliver measurable breakthroughs through algorithmic optimization and custom vectorization libraries.
I systematically dismantle legacy inefficiencies. Clean code and simplified workflows unlock resources for rapid innovation.
I don't just write code; I elevate teams. Having trained 150+ developers, I enforce standards that ensure collective competence.
// Core Stacks
High-performance computing, vectorization, low-level optimization
Serverless architecture, IaC, multi-region deployment
Distributed pipelines, DAG optimization, real-time streaming
Model serving, automated training workflows, containerization
Full-stack monitoring, anomaly detection, incident management
Advanced modeling, OLAP/OLTP optimization, high-throughput storage
Let's have a talk
I'd be delighted to learn about your product, and perhaps find where I can be of use.