iusztinpaul
Senior Machine Learning Engineer • MLOps • Founder @ Decoding ML ~ Courses and articles about building production-grade ML/AI systems.
Decoding MLRemote
Pinned Repositories
llm-twin-course
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴
personalized-recommender-course
👕 Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.
second-brain-ai-assistant-course
Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.
tabular-semantic-search-tutorial
📚 Tutorial on building a modern search app for Amazon e-commerce products leveraging tabular semantic search and natural language queries.
distributed-churn-prediction
End-to-end customer churn prediction pipeline using Spark.
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
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
machine-learning-blog
Implementation of various Machine learning and MLOps applications/tutorials used within my Medium blog.
yacht
Order execution in the financial markets using Deep Reinforcement Learning.
LLM-Engineers-Handbook
The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices
iusztinpaul's Repositories
iusztinpaul/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
iusztinpaul/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
iusztinpaul/yacht
Order execution in the financial markets using Deep Reinforcement Learning.
iusztinpaul/machine-learning-blog
Implementation of various Machine learning and MLOps applications/tutorials used within my Medium blog.
iusztinpaul/distributed-churn-prediction
End-to-end customer churn prediction pipeline using Spark.
iusztinpaul/LLM-engineer-handbook
A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.
iusztinpaul/portfolio-management
Financial portfolio management using Deep Reinforcement Learning.
iusztinpaul/VectorHub
VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector retrieval to their ML stack.
iusztinpaul/airbnb-data-analysis
Airbnb data analysis on the biggest cities in The Netherlands following the CRISP-DM methodology.
iusztinpaul/disaster-response-classification
End-to-end solution for classifying multi-target disaster response messages using Machine Learning and NLP.
iusztinpaul/economic_crisis_2020
iusztinpaul/evernote-html-graphics
A parser that extracts data from an html exported from Evernote and makes visual representation of that data.
iusztinpaul/financial-portfolio-aggregator
iusztinpaul/IusztinPaul
iusztinpaul/karen-aiohttp-backend
Drone Garbage Object Detector with Deep Learning
iusztinpaul/python-project-template
iusztinpaul/ibm-assets-recommendation-engine
Deployable recommendation system for predicting the fittest IBM articles for a given user.
iusztinpaul/AWS-lambdas-chat-api
iusztinpaul/impact-covid-vaccine-usa
iusztinpaul/itec2019-backend
iusztinpaul/itec2019-frontend
iusztinpaul/karen-aiohttp-backend-1
iusztinpaul/karen-backend
iusztinpaul/karen-client
Web Tellur Drone Controller for Garbage Object Detection
iusztinpaul/Lowkey
Mediator Android app between psychologists and patients
iusztinpaul/mmcv
OpenMMLab Computer Vision Foundation
iusztinpaul/nuscenes-devkit
The devkit of the nuScenes dataset.
iusztinpaul/templates
iusztinpaul/university-labster
iusztinpaul/van-tracker
Xamarin App for Delivery Tracking