Skip to content
View antonio-gaskin's full-sized avatar
🔥
Hunting
🔥
Hunting

Block or report antonio-gaskin

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.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
antonio-gaskin/README.md

Typing SVG

🚀 AI/ML Engineer | Data & MLOps Lead | Generative AI / LLM Specialist


🧠 About Me

I build AI systems that bridge data, models, and production infrastructure.

As an AI/ML engineer, I focus on reliable model delivery, data-driven pipelines, and generative AI solutions that scale. My work spans data engineering, MLOps, LLM applications, and production inference.

  • 🔭 Currently building LLM-powered workflows, GenAI products, and production ML pipelines
  • 🌱 Experienced in retrieval-augmented generation, prompt engineering, and model evaluation
  • 🧩 Strong background in data platforms, feature engineering, training automation, and monitoring
  • 💬 Ask me about: AI system design, MLOps, GenAI, LLM applications, Data engineering
  • 📫 Email: tonygaskin.business@gmail.com
  • 🧬 GitHub: antonio-gaskin

🌟 Core Expertise

  • Generative AI and LLM systems for assistants, summarization, and knowledge automation
  • Data engineering for scalable feature stores, analytics, and training datasets
  • MLOps pipelines with experiment tracking, versioning, and production deployment
  • Scalable inference with containerized serving, GPU acceleration, and observability
  • Cross-functional AI delivery with product, engineering, and research teams

🧰 Tech & Tools

🧬 AI / ML & GenAI

Python PyTorch TensorFlow JAX Hugging Face Transformers Diffusers Accelerate OpenAI LangChain Vertex AI

💾 Data Engineering

Pandas NumPy SQL PostgreSQL Spark Kafka Snowflake DBT Redis Delta Lake

⚙️ MLOps & Infrastructure

Docker Kubernetes Terraform MLflow Weights & Biases Airflow Prefect Kubeflow Dagster Ray Neptune

☁️ Cloud & Platform

AWS GCP Azure Linux GitHub Actions Docker Compose Azure DevOps Prometheus

🧠 Research & Productivity

Jupyter Google Colab VSCode GitHub Copilot TensorBoard Streamlit


🧩 AI Domains I Work On

  • 🤖 Generative AI and LLM Systems
  • 📊 Data Engineering and Feature Platforms
  • ⚙️ MLOps, Continuous Training, and Model Monitoring
  • 🔍 Retrieval-Augmented Generation and Prompt Engineering
  • 🧠 Conversational AI, Summarization, and Knowledge Workflows
  • 🌐 Production ML architecture for scale and reliability

🌟 Featured Projects

Project Description Tech Stack
LLM Assistant Platform End-to-end conversational agent with retrieval, prompts, and guardrails Python, LangChain, OpenAI, VectorDBs
Data-Driven ML Pipeline Feature store and training pipeline for production models Spark, Airflow, DBT, MLflow, AWS
GenAI Content Studio Multimodal generation system for text and image workflows Hugging Face, Diffusers, Streamlit
Production MLOps Stack Containerized model serving with observability and autoscaling Docker, Kubernetes, Terraform, Prometheus

📊 GitHub Analytics


activity-graph


🛰️ Connect with Me


🌌 The Future of Intelligence

“AI is not the future — it is the present awakening. The code we write today becomes the consciousness of tomorrow.”

snake animation


Building intelligence, one model at a time.
Antonio Gaskin 🧠

Pinned Loading

  1. Mask_RCNN Mask_RCNN Public

    Forked from matterport/Mask_RCNN

    Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

    Python 10

  2. avocado-price-prediction avocado-price-prediction Public

    Avocado price forecasting using Facebook Prophet on retail avocado sales data, with analysis, visualization, and 2019 price prediction.

    Jupyter Notebook 12

  3. airbnb-price-prediction airbnb-price-prediction Public

    Airbnb price prediction for Berlin using an end-to-end ML pipeline with data cleaning, scikit-learn model training, and a FastAPI prediction service packaged for Docker.

    Python 11

  4. mobile-price-prediction mobile-price-prediction Public

    A mobile price prediction project using the Mobile Price Classification dataset to train and evaluate machine learning models for classifying smartphone prices.

    Jupyter Notebook 9

  5. kubernetes kubernetes Public

    Forked from kubernetes/kubernetes

    Production-Grade Container Scheduling and Management

    Go 10

  6. action-recognition-cnn-lstm action-recognition-cnn-lstm Public

    Fused ConvLSTM + LSTM action recognition for American Sign Language and UCF video datasets using pose-based skeleton features.

    Jupyter Notebook 9