APPLIED AI
DATA PLATFORMS
PRODUCTION MLOPS

Andrey Zaytsev

Production-grade AI & Data solutions for compliance, learning, and workforce intelligence

8+
Years Delivering
Enterprise Platforms
2+
Years Applied AI &
Data Engineering
10K+
Employees Per
Company Scale

Interactive Labs

Hands-on demos showcasing AI, data engineering, and MLOps capabilities — applied to compliance, HR, and workforce learning.

Compliance Copilot (RAG + Risk Forecast)

medium Complexity

RAG-based chat with governance controls, KPI tracking, and automated risk scoring

RAG
Chat
Risk

Mobility Portal (AI Verification Agent)

high Complexity

Role-based HR dashboard with AI-powered document verification and activity logging

LLM
Agent
Portal

AI Language Assessment (Proficiency Demo)

high Complexity

Conversational AI + speech analytics for structured language assessment at scale

Assessment
Language
AI

Real-World Case Studies

Production implementations demonstrating measurable business impact through AI and data engineering solutions.

Compliance Copilot

AI-powered compliance tracking with real-time risk assessment and automated manager nudges

Azure OpenAI
Snowflake
Power BI
94%
Completion Rate
67%
Risk Reduction
85%
Time Saved

Project Controls Copilot

Intelligent project monitoring with predictive analytics and automated reporting for construction projects

Microsoft Copilot
Azure
CI/CD
150+
Projects Tracked
91%
Forecast Accuracy
-73%
Reporting Time

Technology Stack & Standards

Production-ready technologies and compliance frameworks used in enterprise AI and data engineering solutions.

Technology Stack

Cloud & Data

Snowflake
Azure
Microsoft Copilot
Power BI

AI & ML

Azure OpenAI
LangChain
Vector DBs
Model Evaluation

Development

TypeScript
Next.js
Python
FastAPI

DevOps & Infrastructure

Docker
Terraform
GitHub Actions
Nginx

Standards & Compliance

Compliance

GDPR
SOC 2
ISO 27001

AI Governance

AI Act (EU)
Model Cards
Bias Testing

Security

Zero Trust
RBAC
Data Masking

Quality

CI/CD
Automated Testing
Code Reviews

Let's Connect

Interested in discussing AI/Data engineering opportunities? I'm always open to exploring impactful projects and collaborations.

Get In Touch

Available For

Full-time Opportunities
Consulting Projects
Technical Discussions
Code Reviews

This portfolio runs entirely client-side with synthetic data.
All labs are safe for public demonstration and CV referencing.