About the company
Entangle envisions a crypto ecosystem where data and assets flow freely and seamlessly across both Web2 and Web3. We are committed to building B2B solutions with custom universal data feeds, cross-chain messaging solutions, optimised to developers needs and Liquid Vaults DApp, which serves as natural liquidity optimizer and insurer of capital efficiency.
Job Summary
Key Responsibilities
šDevelop and Maintain AI Models: Collaborate with senior engineers to design, implement, and optimize machine learning models using PyTorch and TensorFlow. šData Processing: Utilize ETL processes to gather, clean, and preprocess data using tools like Pandas and NumPy to ensure high-quality input for machine learning algorithms. šReinforcement Learning: Engage in projects involving reinforcement learning (RL) techniques, contributing to the development of intelligent systems. šTesting and Validation: Conduct experiments to validate model performance and improve accuracy through iterative testing. šCollaboration: Work closely with cross-functional teams, including data scientists, product managers, and software engineers, to integrate AI solutions into applications. šDocumentation: Maintain thorough documentation of code, processes, and project developments to ensure clarity and facilitate knowledge sharing.
Core Skills
šProgramming Languages: Proficient in Python 3.x, with a solid understanding of object-oriented programming principles. Data Manipulation: Experience with ETL processes and libraries such as šPandas and NumPy for data analysis and manipulation. Machine Learning Frameworks: Familiarity with PyTorch, TensorFlow, Gym, or similar frameworks for developing AI models. šReinforcement Learning: Understanding of reinforcement learning concepts and their application in real-world scenarios. šPrompting Common AI Tools: Experience in using common AI tools effectively by crafting detailed prompts that lead to high-quality outputs. Familiarity with techniques such as sequential prompting, role-playing personas, and iterative refinement of prompts. šExperience with AI tools' APIs such as ChatGPT/claude api.