Building a carbon–silicon programming ecosystem.
Pet business building custom 3D-printed physical terrain models
from open geospatial data. Combines cartographic data processing,
terrain modeling, and small-scale manufacturing into an end-to-end
product.
-
Built a Python pipeline that turns open geospatial data (FABDEM,
OpenStreetMap) into terrain models
- Built a toolchain to prep models for 3D printing
- Added an LLM-driven order flow: intake, payment, shipping
PythonFABDEMOpenStreetMap
Transformer ModelsLLMs3D printing
Forensic data analysis software appliance for law enforcement and
cybersecurity teams. Designed the system from scratch and led its
shift to AI-powered analysis - multiple ML pipelines and an
on-prem RAG stack over seized-device data.
-
Built multiple ML / AI and algorithm-driven data processing
pipelines in Python on Apache Airflow - ingestion, enrichment,
extraction, and indexing over large seized-device datasets
-
Shipped a production on-prem RAG system with an LLM-agnostic
backend - swap models and providers without touching the app;
retrieval entirely in Elasticsearch with cross-encoder
reranking and no separate vector database to operate;
orchestrated in .NET with Semantic Kernel, answers cited to
source, full data isolation and audit logging
-
Tech lead for 5-9 engineers; system design from scratch -
architecture, delivery, code review, and engineering standards
-
Owned CI/CD end to end - build, test, and release pipelines for
an air-gapped appliance, including reproducible offline builds
and versioned deployments
-
Shipped ML modules: speech-to-text, OCR, image classification,
object detection, scene classification, person and age
detection, document understanding, summarization, and social
graph analysis
-
Built the platform underneath: air-gapped Kubernetes appliance,
.NET microservices and APIs, and the Elasticsearch indexing
layer - ingestion, annotation, and case management
RAG
LLMs
LLM-agnostic
Semantic Kernel
Hugging Face Transformers
PyTorch
TensorFlow
OCR
Computer Vision
Object Detection
Speech-to-Text
Social Graph Analysis
Elasticsearch
Python
.NET
Kubernetes
Apache Airflow
Azure
Docker
Schedule management system for one of Europe's largest low-cost
carriers (100M+ passengers/yr). High-volume, latency-sensitive
backend services.
-
Designed microservices for flight scheduling at airline scale
- Migrated .NET 4.7 to .NET 6 with zero downtime
- Cut API response times through performance work
- Improved CI reliability and deploy frequency
- Built internal WPF tooling for scheduling operations
.NET 6MicroservicesAWSDockerPostgreSQLJenkinsWPF
Integrated B2B fintech platform for a major Belarusian bank, built
on a private cloud with 50+ interconnected microservices.
- Led development and QA for a B2B banking platform
-
Designed architecture across 50+ microservices on private
cloud
- Managed 5+ engineers; set up code review and testing
- Owned infra, CI/CD, and releases
.NET CoreMicroservicesKubernetesDockerPostgreSQLMongoDBRedisRabbitMQELK Stack
Multi-market high-performance e-commerce platform serving millions
of orders across UK and Ireland.
- Shipped features on a high-traffic e-commerce backend
- Worked with stakeholders and QA across markets
- Mentored engineers; drove code quality
.NET CoreAzureKubernetesDockerMicroservices
Cloud-based B2B platform for media distribution and ad sales,
serving broadcast industry clients.
- Built modules for a cloud B2B media platform (Coral MSP)
- Built a load-testing system from scratch
- Drove code quality: reviews, UI tests, profiling
- Delivered features for the ad sales system
.NET FrameworkAzureSQL ServerRedisRabbitMQELK StackJenkins
SaaS governance, risk, and compliance (GRC) platform and HITRUST
CSF integrated risk assessment tool.
-
Built core GRC components: logging/search, encrypted data store
-
Led architecture and code reviews; drove CI/CD and test
automation
- Owned releases and support for the HITRUST CSF platform
.NET FrameworkSQL ServerLuceneSeleniumNuGet
Public website and internal subsystems - built from scratch. Full
ownership over 5 years: architecture, team, infrastructure, and
delivery.
-
Built the web portal and internal systems from zero: CMS, event
hub, asset and schedule management
- Led the team across the full lifecycle
- Set up load balancing and CI/CD for high availability
.NET FrameworkSQL ServerIISWindows ServerPowerShellTeamCity
Investment analytics platform and mobile applications.
Early-career, full-stack engineering.
- Delivered features for an investment analytics platform
- Built the mobile backend; worked across the codebase
.NET FrameworkSQL ServerJavaScriptNode.jsMongoDBiOSTeamCity