Skip to content
View iusztinpaul's full-sized avatar
๐Ÿ’ญ
๐Ÿ’ญ

Organizations

@elementum-dev @Neural-Leaps-Unlimited @decodingml
Block or Report

Block or report iusztinpaul

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
iusztinpaul/README.md

๐Ÿค– Paul Iusztin

Banner

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

Views

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.

๐Ÿ”ฅ My true passion is machine learning engineering.

๐Ÿ’› Secretly in love with software engineering.

๐ŸŽจ I enjoy sharing my knowledge through creating content about designing and productionizing ML systems.

๐Ÿช™ I am a blockchain and investing enthusiast.

๐Ÿ‘ฑ๐Ÿป Because I am not 100% a robot, I am also excited about self-development, psychology, cooking, hiking, skiing and my favorites ๐Ÿˆโ€โฌ› cats.


๐Ÿ‘‰ 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




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

.

๐Ÿ’ฌ Do you need machine learning solutions for your business? Let's discuss!

.


Let's connect โ†“

linkedin medium substack gmail twitter




โ†ณ Subscribe to my weekly newsletter: Decoding ML


๐ŸŽจ 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 Mediumโ€™s rich collection of stories;
  2. buying me a coffee.


Thank you โœŒ๐Ÿผ !

Pinned

  1. hands-on-llms hands-on-llms Public

    ๐Ÿฆ– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป about ๐—Ÿ๐—Ÿ๐— ๐˜€, ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€, and ๐˜ƒ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ ๐——๐—•๐˜€ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + ๐˜ท๐˜ช๐˜ฅ๐˜ฆ๐˜ฐ & ๐˜ณ๐˜ฆ๐˜ข๐˜ฅ๐˜ช๐˜ฏ๐˜จ ๐˜ฎ๐˜ข๐˜ต๐˜ฆ๐˜ณ๐˜ช๐˜ข๐˜ญ๐˜ด

    Jupyter Notebook 2.3k 365

  2. decodingml/llm-twin-course decodingml/llm-twin-course Public

    ๐Ÿค– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป for ๐—ณ๐—ฟ๐—ฒ๐—ฒ how to ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ an end-to-end ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป-๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐—Ÿ๐—Ÿ๐—  & ๐—ฅ๐—”๐—š ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ using ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€ best practices: ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + 11 ๐˜ฉ๐˜ข๐˜ฏ๐˜ฅ๐˜ด-๐˜ฐ๐˜ฏ ๐˜ญ๐˜ฆ๐˜ด๐˜ด๐˜ฐ๐˜ฏ๐˜ด

    Python 495 96

  3. energy-forecasting energy-forecasting Public

    ๐ŸŒ€ ๐—ง๐—ต๐—ฒ ๐—™๐˜‚๐—น๐—น ๐—ฆ๐˜๐—ฎ๐—ฐ๐—ธ ๐Ÿณ-๐—ฆ๐˜๐—ฒ๐—ฝ๐˜€ ๐— ๐—Ÿ๐—ข๐—ฝ๐˜€ ๐—™๐—ฟ๐—ฎ๐—บ๐—ฒ๐˜„๐—ผ๐—ฟ๐—ธ | ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐— ๐—Ÿ๐—˜ & ๐— ๐—Ÿ๐—ข๐—ฝ๐˜€ for free by designing, building and deploying an end-to-end ML batch system ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + 2.5 ๐˜ฉ๐˜ฐ๐˜ถ๐˜ณ๐˜ด ๐˜ฐ๐˜ง ๐˜ณ๐˜ฆ๐˜ข๐˜ฅ๐˜ช๐˜ฏ๐˜จ & ๐˜ท๐˜ช๐˜ฅ๐˜ฆ๐˜ฐ ๐˜ฎ๐˜ข๐˜ต๐˜ฆ๐˜ณ๐˜ช๐˜ข๐˜ญ๐˜ด

    Python 789 177

  4. decodingml/articles-code decodingml/articles-code Public

    ๐Ÿ’ป Decoding ML articles hub: Hands-on articles with code on production-grade ML

    Jupyter Notebook 38 5

  5. yacht yacht Public

    Order execution in the financial markets using Deep Reinforcement Learning.

    Jupyter Notebook 12 7

  6. portfolio-management portfolio-management Public

    Financial portfolio management using Deep Reinforcement Learning.

    Python 5 3