MIKE NOVA
cert-0cert-1cert-2

AI Engineer

AI Agents Infrastructure at
AppleApple

Scaling Agent Deployments:
MCP
Observability
Governance
Evals

Personal products
with 1000+ users
πŸŽ“
Masters degree
in CS / AI
Thesis on
LLM Quantization
Apple
SoftServe
CodeCare
LinkedIn Formatter
Apple Infra
GPTaq
πŸ›‘οΈ
🎁
πŸ›οΈ

Personal

LinkedIn Post Formatter

Tool for content creators to make LinkedIn posts stand out with bold, italic, and other text styles.

JavaScriptUnicode
L

Chrome extension to format LinkedIn posts with rich text styling.

Website Summarizer

Browser extension that instantly summarizes any webpage, saving time when researching or reviewing content.

JavaScriptOpenAI API
W

Chrome extension to summarize any website with one click using AI.

HireSight

Platform that uses AI to match candidates with jobs, parse resumes, and help recruiters make better hiring decisions faster.

Next.jsFastAPIPostgreSQLOpenAIVercel
H

AI-powered hiring platform to streamline recruitment process.

LAIOUT - Room Layout Generator

Tool that automatically generates optimal room layouts based on room dimensions and furniture preferences.

ReactFastAPIComputer VisionVercel
L

AI-powered room layout generator for interior design.

Documents De-skew

Automatically detects and corrects the rotation angle of scanned documents for better readability.

PyTorchOpenCVCNN
D

AI tool to automatically straighten scanned documents.

Briefr Telegram Bot

Send any link to the bot and get a concise summary of the content.

PythonTelegram APIAWS LambdaLLM
B

Telegram bot that summarizes link contents using AI.

Work

AI Agent Platform Infrastructure

Infrastructure work on an internal AI-agent platform β€” the details of scale, architecture, and internal systems are under NDA. Happy to walk through them personally.

KubernetesMCPLangGraphLangChainFastAPI
Apple

Platform infrastructure that lets internal engineering teams build and run AI agents in production. Specifics are under NDA.

Apple
Internal AI Assistant

Owned an internal AI assistant end-to-end with a small team β€” design, delivery, and iteration with users. The problem domain and internal specifics are under NDA.

LangGraphLangChainFastAPIPython
Apple

Led an internal AI assistant project end-to-end, from design to production. Specifics are under NDA.

Apple
ML Hiring Optimization

End-to-end ML solution for HR optimization. Regular demos to stakeholders with PowerBI charts, iterating on pivots and feature requests.

LangChainOpenAIPythonPowerBIXGBoost
SoftServe

Led internal ML project that optimized hiring time by 30% using OpenAI and ML models.

SoftServe
Enterprise Backend Migration

Large-scale backend development ensuring reliability and seamless migration for enterprise clients with thousands of services.

KafkaNode.jsPythonKubernetesTerraform
SoftServe

Developed backend for 100+ services company and FAANG client with 1000+ services.

SoftServe

Research

GPTAQ - LLM Quantization Research

Academic research exploring methods to compress large language models while maintaining their performance - critical for deploying AI on resource-constrained devices.

PyTorchCUDANumPyHuggingfaceOPT
G

Master thesis research on making AI models smaller and faster without losing quality.

COPD Multi-modal Monitoring

Collaborative research studying how smartwatch data can predict COPD flare-ups before they happen.

PythonTime SeriesMLWearables
C

Research collaboration with University of Toronto on COPD prediction using smartwatch data.

Certificates

Mathematics for Machine Learning

Comprehensive certification covering the essential mathematics needed for machine learning and AI.

M

Certification in mathematical foundations for machine learning.

Google IT Automation with Python

Google-certified professional program covering Python automation, version control, and IT infrastructure.

G

Google Professional Certificate in Python automation.

AWS Machine Learning Associate

Amazon Web Services certification demonstrating expertise in building and deploying ML solutions on AWS.

A

AWS certification for machine learning on cloud infrastructure.

Bachelors Degree …
Code&Care
Code&Care
Team Lead / Sof…
SoftServe
SoftServe
ML Engineer / S…
Masters Degree in…
Apple
Apple
AI Platform Inf…
2016
2017
2018
2019
2020
2021
2022
2023
2024
2025
2026
AI Platform Infrastructure Engineerβ€” Apple
  • Build and operate internal platform infrastructure that lets engineering teams run AI agents in production.
  • Backend work in Python on Kubernetes - control-plane services, tool integration, safe rollouts, and reliability.
  • Focus areas: developer experience, observability, and how internal tools connect to the platform.
  • Specifics are NDA. Leave your email and let's talk

ML Engineer / Senior Software Engineerβ€” SoftServe
  • Created LangChain pipeline with prompt engineering, tuning, store, AB tests ensuring evolving changes
  • Assessed regression and Tree-based models using statistical metrics to choose the best one
  • Demoed to findings to Stakeholders, iterated on pivots, feature requests. Bi-weekly demo with charts, PowerBI
  • Guaranteed 100% synchronization of old and new services and DBs using Kafka for backfilling
  • Ensured 99% uptime by migrating legacy Python API to Node.js, with fallback feature toggle
  • Automated K8s Containers deployment to AWS using Terraform, reducing a development cycle by 13%
  • Secured infrastructure by covering critical code with automatic smoke tests in delivery pipelines
Team Lead / Software Engineerβ€” Code&Care
  • Backend AWS Lambda functions for streaming platform. Integrated Elasticsearch. Team leadership, pre-sales, estimations for 5 US clients.