Who I am and How I work
Alexey Belochenko
Systems & Data 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.
Strategic Architecture
High-level system modeling, technical due diligence, and no-nonsense roadmaps.
High-Performance Engineering
Production-grade pipelines, vectorization, and merciless incident drills.
Scientific R&D
De-risking complex domains through mathematical modeling and rapid prototyping.
Career Snapshot
- ●7+ years engineering mission-critical systems, bridging the gap between 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 5-10x acceleration in task execution.
- ●Architected Airflow data pipelines for clinical trials (Trialing Health), slashing processing time by 67% and enabling real-time analytics.
- ●Orchestrated cloud migrations and disaster recovery plans for Fintech clients, reducing operational costs by up to 25%.
- ●Mentored 150+ engineers and introduced scientific rigor to development processes, transforming theoretical teams into production units.
My Engineering Discipline
Calculated Risk
Innovation requires control. I explore new domains through rigorous experimentation, ensuring client stability while pushing technical boundaries.
Data Over Intuition
Every hypothesis is validated using applied mathematics and objective performance metrics. No guessing - only proofs.
Future-Proof Architecture
Solutions are designed for hyper-scale from day one. I build systems that survive real-world load and support tomorrow's growth.
Performance by Design
Speed is a feature. I deliver measurable breakthroughs through algorithmic optimization and custom vectorization libraries.
Technical Debt Elimination
I systematically dismantle legacy inefficiencies. Clean code and simplified workflows unlock resources for rapid innovation.
Force Multiplication
I don't just write code; I elevate teams. Having trained 150+ developers, I enforce standards that ensure collective competence.
Core Stacks
// Tools of the trade
Languages & Core
High-performance computing, Vectorization, Low-level optimization
Cloud & Infrastructure
Serverless architecture, IaC, Multi-region deployment
Data Engineering
Distributed pipelines, DAG optimization, Real-time streaming
MLOps & AI
Model serving, Automated training workflows, Containerization
Observability
Full-stack monitoring, Anomaly detection, Incident management
Data Storage
Advanced modeling, OLAP/OLTP optimization, High-throughput storage
Let's have a talk I am always for something new
I would be delighted to learn more about your product, and perhaps we can find areas where I can be of assistance.