Collaboration Model
I deliver end-to-end technology solutions: from custom web applications and robust backend systems to advanced Machine Learning models and data analytics. I also provide reliable hardware services, including diagnosing PC faults and building custom, high-performance workstations.
My priority is deeply understanding your business objectives. I believe technology should be a direct answer to a specific challenge. That’s why every tool I select is preceded by a thorough needs analysis to ensure the final solution brings measurable value.
I work directly with business clients and individuals alike, guaranteeing full engagement at every stage of the process. Operating without intermediaries or subcontractors means I take personal responsibility for the architecture and the quality of every line of code.
Selected Cases
Beyond a simple list of logos, I present the specific business challenges I help solve.
Custom Operations Platform
The Challenge
Order management was scattered across multiple spreadsheets. Weekly reporting required hours of manual labor, and off-the-shelf ERP systems were too complex and costly.
The Solution
Built a lightweight web application tailored to the company's specific workflow: centralized database, intuitive dashboard, and automated reporting module.
Business Value
Complete control over order flow, real-time reporting, and the elimination of errors caused by manual data entry.
Custom Machine Learning Workstation
The Challenge
Complex ML models required significant computational power, and off-the-shelf computers failed to provide the necessary performance and cooling for continuous loads.
The Solution
Selected and professionally assembled dedicated components (high-end GPUs, efficient liquid cooling). Performed thorough diagnostics and stress testing for maximum stability.
Business Value
Significantly reduced model training times and ensured flawless operation under maximum load thanks to an optimized cooling system.
Inventory Optimization (Forecasting)
The Challenge
Purchasing decisions based on intuition led to frequent stockouts of popular items and overstocking of low-rotation products.
The Solution
Deployed a predictive model analyzing historical sales data and seasonality to generate precise demand forecasts at the SKU level.
Business Value
Optimized working capital: minimized stockouts and reduced losses from excess inventory.
Retention Analytics (Churn Analysis)
The Challenge
A SaaS company was losing subscribers without a clear cause. User activity data was collected but lacked systematic analysis.
The Solution
Performed behavioral analysis to build a dashboard identifying users with a high probability of churn based on atypical behavior patterns.
Business Value
Enabled proactive retention efforts targeting at-risk segments, leading to a measurable increase in Customer Lifetime Value (LTV).
Areas of Expertise
Select an area where you need support to discuss the details of your project.
Web Systems & Development
Need a custom application or a stable backend?
I design and implement end-to-end solutions: from landing pages and e-commerce to advanced management panels and REST APIs. Working within the TypeScript and Python ecosystems, I deliver clean, tested, and scalable code ready for future growth.
PC Repair & Custom Builds
Need a hardware diagnosis or a high-performance workstation?
I offer professional PC diagnostics and hardware repair. I also build custom computers tailored to specific needs – from powerful data science workstations to high-end gaming rigs. I ensure comprehensive stability testing and thermal optimization.
Data Science & Machine Learning
Ready to leverage algorithms in your business?
I build end-to-end ML pipelines: from data extraction and cleaning to model training (prediction, classification), production deployment, and monitoring. I use a proven stack: Python, scikit-learn, PyTorch, and FastAPI.
Analytics & Business Intelligence
Need actionable insights from your data?
I transform raw data into clear dashboards and reports that support strategic decision-making. I focus on 'useful analytics' – delivering real insights and recommendations rather than slides for the sake of slides.
Knowledge Base
Practical notes on Software Engineering, Data Science, and Hardware – insights from daily project work.
- 8 min
The Ultimate PC Diagnostics Guide: From Symptoms to Solutions
A complete engineering-focused process for diagnosing and resolving faults within custom PC architecture, from POST codes to synthetic testing.
hardwarediagnosticsguide - 6 min
The Case for Custom-Built Data Science Workstations
Off-the-shelf enterprise PCs often compromise on thermal performance and scalability. Here is why serious AI workloads require custom engineering.
hardwaredata scienceai - 6 min
Scalability over Spreadsheets: Replacing Excel with Custom APIs
Manual spreadsheets hurt operational efficiency. Transitioning to custom web applications with dedicated APIs automates your core business logic.
softwareapiautomation
Consult Your Project
Briefly describe your needs. I will respond within one business day to discuss implementation possibilities and propose an optimal solution.