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🤖 Paul Iusztin

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Senior Machine Learning Engineer • MLOps • Contractor ~ Helping startups engineer production-ready ML/AI systems.

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About Me

I am a senior machine learning engineer and contractor with 5+ years of experience. I design and implement modular, scalable, and production-ready machine learning systems for startups worldwide.

🔥 My true passion is machine learning engineering.

💛 Secretly in love with software engineering.

🎨 I enjoy sharing my knowledge through creating content about designing and productionizing ML systems.

🪙 I am a blockchain and investing enthusiast.

👱🏻 Because I am not 100% a robot, I am also excited about self-development, psychology, cooking, hiking, skiing and my favorites 🐈‍⬛ cats.


👉 Check out The Full Stack 7-Steps MLOps Framework hands-on free course, where you will learn how to design, train, serve, and monitor an end-to-end ML batch system ~ source code + 2.5 hours of reading & video materials.


About my primary skills

Python

Pytorch

Pandas

Numpy

OpenCV

Linux

Docker

Git

AWS

PostgreSQL

Redis

FastAPI




⚫️ My top technologies ⚫️ ⚫️ My top interests ⚫️
• Python, SQL
• PyTorch, Scikit-Learn
• NumPy, Pandas
• AWS, GCP
• Docker, FastAPI, Airflow, Kafka, Spark
• DVC, Weights & Biases, MLFlow
• PostgreSQL, Elasticsearch, Redis
• MLOps
• generative AI
• computer vision
• recommender systems
• batch & online serving
• continuous training & monitoring
• REST API, gRPC & streaming design
• cloud & microservices
• distributed systems

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💬 Do you need machine learning solutions for your business? Let's discuss!

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Let's connect ↓

linkedin medium substack gmail twitter




↳ Subscribe to my weekly newsletter: Decoding ML


🎨 Creating content takes me a lot of time. If you enjoyed my work, you could support me by:

  1. joining Medium through my referral link, you can support me without any extra cost while enjoying limitless access to Medium’s rich collection of stories;
  2. buying me a coffee.


Thank you ✌🏼 !

Paul Iusztin's Projects

airbnb-data-analysis icon airbnb-data-analysis

Airbnb data analysis on the biggest cities in The Netherlands following the CRISP-DM methodology.

energy-forecasting icon energy-forecasting

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

evernote-html-graphics icon evernote-html-graphics

A parser that extracts data from an html exported from Evernote and makes visual representation of that data.

hands-on-llms icon hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

karen-client icon karen-client

Web Tellur Drone Controller for Garbage Object Detection

lowkey icon lowkey

Mediator Android app between psychologists and patients

machine-learning-blog icon machine-learning-blog

Implementation of various Machine learning and MLOps applications/tutorials used within my Medium blog.

mmcv icon mmcv

OpenMMLab Computer Vision Foundation

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