Mykhailo Keda

Summary

Senior Software & Production Engineer with expertise at Meta in large-scale systems, data governance, and observability. Proven ability to optimise microservices, automate asset management, and integrate ML-driven solutions. Seeking a UK-based role with visa sponsorship, competitive compensation, and long-term growth into ML.

Professional Experience

Meta (September 2020 – Present)

Production Engineer / Enterprise Platform Engineer & Machine Learning

Observability & Asset Management

• Monitoring & Alerting: Developed asset logging & monitoring system, reducing debugging time & manual oversight by 80%.
• Comprehensive Asset Enumeration: Cataloged 400+ database clusters, 100,000+ tables, and 1.3M+ columns for system-wide visibility.

Asset Deletion & Classification

• Sensitive Data Detection: Leveraged LLM (Llama) to analyse Tableau workbook metadata — identifying 30 assets containing sensitive data and triggering immediate access restrictions.
• TTL Deletion for Compliance: Improved compliance adherence by implementing TTL-based deletion for Tableau assets with user data, reducing legal risk and manual intervention.
• Classification System Overhaul: Migrated and enhanced the asset classification process across 100,000+ records, resolving inconsistencies without employee disruption.
• Process Optimization: Cut Tableau classification time from 20 to 5 days via automation.
• Integrated Data Classification: Automated data classification across 400 SFTP shares, 7,000 NFS/SMB containers, and 80,000 Tableau views — flagging 1,000+ sensitive assets (including 200 with user data) and enforcing corrective measures.
• Leadership & Mentorship: Onboarded & mentored new team members in automated asset classification, providing technical guidance and proactive support to accelerate ramp-up.

Vulnerability Management

• Proactive Vulnerability Identification: Scraped ~200 Tableau vulnerabilities from Salesforce sources, enabling preemptive risk mitigation.
• Security Automation: Developed a script to scan thousands of internal Python packages against CVE data, prompting timely updates and reducing exposure to security risks.

ML Projects & Certifications

• Marketplace Price Suggestion System: Developed a multimodal system orchestrating three LLMs to generate structured prompts, analyze market data, and produce rationale-backed pricing insights. Shared best practices with the team.

ServiceHouse (April 2020 – August 2020)

Software Engineer

• EV Charging Data API: Implemented a RESTful endpoint using Python and Django REST Framework to deliver real‑time EV charging data conforming to the Open Smart Charging Protocol.

Softserve (July 2017 – April 2020)

Software Engineer

• Microservices Development: Built scalable microservices (Python, Flask) and optimized performance by 2x using async ORM (Gino).
• Database Migration: Led migration efforts from Cassandra to PostgreSQL, enhancing data integrity and query performance.
• Team Leadership: Mentored junior engineers and led code reviews, enhancing test coverage.

InternetDevels (August 2014 – July 2017)

Full-Stack Developer

• Web Development & Maintenance: Developed web applications (PHP, Drupal, JavaScript, MySQL), improving UI & performance.

Technical Skills

• Programming & Frameworks: Python, PHP, JavaScript, C++, SQL, Django, Flask, React
• Systems & Cloud: Linux, Microservices, Observability, MySQL, PostgreSQL, Redis
• Data & AI: PyTorch, LLMs (Llama), Data Classification, Security Automation, Asset Management, Data Governance
• DevOps & Performance: API Development, Automation, Performance Optimization, Security

Education & Certifications

Master of Science, Civil Engineering
Lutsk National Technical University, 2001 – 2006