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Kevin Knights | Machine Learning Engineer 🤖

Hello! I’m a Machine Learning Engineer deeply involved in Data, AI, and GenAI projects for the past five years, where I've played a pivotal role in generating over $100 million in revenue through automation and strategic AI initiatives. This work has not only freed up more than 100 hours of resources but also positioned me as a key contributor in transforming organizations into data-driven entities.

My journey began in Electromechanical Engineering, where my fascination with the AI landscape took root during my final university years. This passion led me to pursue several prestigious AI certifications and training programs from institutions such as Stanford, Microsoft, and Databricks. I've also embraced the role of educator and influencer in the AI space, serving as a Microsoft Certified Trainer and keynote speaker at various conferences. My commitment to mentoring has helped over 100 individuals advance their careers in AI.

In my current role, I spearhead the deployment of Large Language Models (LLMs) to harness growth signals from external data sources like news, earnings transcripts, and social media. My work enables the business to make swift, informed decisions and create unparalleled customer experiences by leveraging our AI/ML capabilities.

Beyond my professional endeavors, I'm deeply engaged in the AI community, contributing to forums, participating in hackathons, and continuously exploring new technologies to stay at the forefront of the AI revolution.

📬 Get in touch

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Skills and Technologies

Machine Learning

Python PyTorch TensorFlow Keras MLflow Feast Transformers HuggingFace Flask Apache Mahout

Data Engineering

Apache Airflow Polars Apache Spark Hive Databricks Postgres GreenPlum DuckDB PGVector Redis

Data Science

R NumPy SciPy Pandas Scikit-Learn Power Bi Matplotlib Jupyter Notebooks Anaconda Mamba

Software Engineering

Java C++ C JavaScript Go Rust SQL Scala

CI, Monitoring, and Infrastructure

Git GitLab Docker Kubernetes Grafana Prometheus Azure GCP

Profile Stats

Kevin Knights's GitHub stats

GitHub Streak

Professional Certificates

Full Creadly profile at Kevin Knights


"What is the fruit of these teachings? Only the most beautiful and proper harvest of the truly educated——tranquillity, fearlessness, and freedom. We should not trust the masses who say only the free can be educated, but rather the lovers of wisdom who say that only the educated are free." ~ Epictetus.

Kevin Knights's Projects

airflow_docs_llm_app icon airflow_docs_llm_app

This is an application built with LLMs to enable Airflow documentation Q&A, with the intent of facilitating the process of building Airflow DAGs.

airflow_retail_pipeline icon airflow_retail_pipeline

This project is inspired in the video: Data Engineer Project: An end-to-end Airflow data pipeline with BigQuery, dbt Soda, and more!

airflow_wikipedia_pageviews icon airflow_wikipedia_pageviews

This projects implements the Airflow DAG presented in chapter 4 from the book `Data Pipelines with Apache Airflow` by B. Harenslak and J. de Ruiter

apache-spark-python icon apache-spark-python

This project applies the concepts learn from the course: apache-spark-programming-in-python-for-beginners

autogen_for_github icon autogen_for_github

This project aims to build GenAI agents using AutoGen that can generate code for GitHub Issues.

chatbot_rag_gradio icon chatbot_rag_gradio

This project aims to create a Chatbot Application that supports Documents upload for Retrieval Augmented Generation (RAG)

databricks_llm101x icon databricks_llm101x

This project contains the lab notebooks from course: Large Language Models: Application through Production by Databricks

databricks_llm102x icon databricks_llm102x

This project contains the lab notebooks from course: Large Language Models: Foundation Models from the Ground Up

dlai-chat-with-your-data icon dlai-chat-with-your-data

This project contains the notebooks of the Deep Learning AI course "Langchain: Chat with your Data" running an a docker image with all dependencies.

dsa_in_java icon dsa_in_java

This repo contains data structures and algorithms implemented in Java.

dsa_in_python icon dsa_in_python

This repo contains pythonic implementation of data structures and algorithm

exploring_ml_agents_unity icon exploring_ml_agents_unity

This project contains the sample code from the video: `How to use Machine Learning AI in Unity! (ML-Agents)` and `ml-agents` docs.

financial_agents icon financial_agents

This project aims to create an agentic workflow to support users improve their personal finances. Part of Google AI Hackathon.

flask-rest-api icon flask-rest-api

This project creates a simple Flask REST API following the examples from the Udemy Course: REST APIs with Flask and Python in 2023

genai_papers icon genai_papers

This project contains a list of interesting research papers in the field of GenAI

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