pablosalvador10 / ml-project-template Goto Github PK

🚀 Hello, World! I’m Pablo, a seasoned Full Stack Data Scientist & ML Engineer!

📚 About Me: I have a mix of software engineering and strong math skills. As a full-stack AI practicioner, I integrate advanced theory with practical application and I work hard crafting AI/ML solutions at scale for Fortune 500 giants. I'm particularly interested in Generative AI and LLMOps.

🌱 I’m currently learning:

• Complex Agent-Human Interaction: Diving deep into the intricate dynamics of how automated agents and humans interact, aiming to enhance the synergy between users and AI-driven systems for optimized outcomes.
• Reinforcement Learning Techniques: Actively exploring and mastering various reinforcement learning strategies, particularly through (DPO), focusing on fine-tunning SLMs that can adapt and excel in a myriad of environments and but in domain specific scenarios.
• Large Language Models (LLM) Evaluation: Engaged in the systematic evaluation of Large Language Models, understanding their strengths, limitations, and potentials, with particular emphasis on real-world applications and implications.
• Latent Diffusion Algorithms: Delving into the intricacies of latent diffusion algorithms, studying their efficiency, scalability, and performance, with an eye towards harnessing these powerful tools for robust and reliable AI solutions.

🌟 Highlights:

• Established & led an MLOps practice, deploying both real-time & batch ML solutions globally at Concentrix consulting services.
• Principal author & designer of the MLOps accelerator framework at Levi's & Co Tech.
• Co-wrote, developed and engineered a set of Python SDK's (acting as open-source internally) at Levi's & Co Tech., simplifying ML model integration into software for large DS Orgs.
• Designed a state-of-the-art product classification & embedding generation system using advanced Computer Vision algorithms.
• Took the lead in elevating numerous algorithms to production-grade ML systems within Fortune 500 enterprises during my consulting stage at Concentrix! From conception to deployment !

👯 I’m looking to collaborate on:

• Open-source challenges, innovative product ideas, and partnerships with bright AI/ML practicioners.

🚀 Let’s Launch Together! I'm just an email or a LinkedIn message away!

• 💌 Shoot me an email: [email protected]
• 🔗 LinkedIn: Let’s get linked!