Senior AI/ML Engineer | Specialized in LLMs, Computer Vision & MLOps | Building Scalable Neural Architectures | Open Source Contributor
I am a results-driven Senior AI/ML Engineer with over 8 years of experience in designing, developing, and deploying state-of-the-art machine learning models. My passion lies in creating intelligent systems that solve complex real-world problems, with a particular focus on:
- Large Language Models (LLMs): Fine-tuning, quantization, and efficient deployment for edge devices.
- Computer Vision: Real-time object detection, tracking, and industrial safety applications.
- MLOps: Building robust CI/CD pipelines for automated model training, testing, and deployment.
- Deep Learning Frameworks: Developing high-performance, lightweight neural network architectures.
I am a strong advocate for open-source software and actively contribute to the AI community.
| Category | Technologies |
|---|---|
| Languages | Python, C++, Rust, TypeScript, SQL |
| AI/ML Frameworks | PyTorch, TensorFlow, Scikit-learn, Keras, JAX |
| Computer Vision | OpenCV, MediaPipe, YOLO, Detectron2 |
| NLP/LLMs | Transformers (Hugging Face), LangChain, OpenAI API |
| MLOps & DevOps | Docker, Kubernetes, MLflow, DVC, GitHub Actions |
| Cloud Platforms | AWS (SageMaker, EC2, S3), GCP (Vertex AI), Azure |
| Databases | PostgreSQL, MongoDB, Redis, Pinecone, Milvus |
- NeuralFlow-Core: A high-performance, lightweight deep learning framework built in C++ and Python.
- VisionGuard-Pro: An advanced real-time object detection and tracking system for industrial safety.
- LLM-En-speed: A collection of tools for fine-tuning and quantizing Large Language Models for edge devices.
- MLOps-Streamline: A production-ready CI/CD pipeline for machine learning models using Docker, Kubernetes, and MLflow.
- DataSynth-Gen: A Python library for synthetic data generation with privacy-preserving techniques.
- AI-Driven-FinTech: AI-powered financial solutions, including algorithmic trading and fraud detection.
- Quantum-ML-Toolkit: An experimental toolkit exploring the intersection of quantum computing and machine learning.
- LinkedIn: linkedin.com/in/alexsterling-ai
- Twitter: @AlexSterlingAI
- Website: alexsterling.ai
- Email: MarlonG1996@protonmail.com
Let's build the future of AI together! 🚀