Company Info for aquadotxyz.com | IcebreakerMembers
*AI & ML executive that has built 4 AI organizations*
Chill and crisp, strategic, visionary, interdisciplinary, and domain-agnostic entrepreneur, executive, architect, enabler, and talent amplifier in AI and Data - drive value, drive impact, drive success.
*Lead and Build*: I work with AI and data, especially generative AI and LLMs to drive impact and create value for business. I am a seasoned data visionary and machine learning product manager who brings 18+ years of cross-industry (Tech, Fintech, Advertising, Crypto, Blockchain, Web3, Gaming, Retail, Finance, Energy, Academia) experience and expertise to the table.
*Leadership Style*: Open-minded, empowering, resourceful, and servant Leader
*Philosophy*: I embrace altruism and shared success with genuine and faithful people.
I am a U.S. permanent resident (EB-1A genius visa) with advanced skills of AI and GenAI, data science, machine learning, mathematical and statistical modeling, A/B testing and experimental design, and product and channel analytics. I have rich experience of developing highly customized AI and machine learning systems in real business settings at both world leading international company and very fast-paced, dynamic start-ups of different stages. I have a track record of deploying AI and machine learning at on-prem and cloud-based platforms to successfully generate significant business impact and top-line and bottom-line growth.
LLMs: Agents, DeepSeek, Gemini, GPT-4, GPT-3.5, ChatGPT, GPT-3, GPT-2, HuggingFace, Llama3, Langchain, NVIDIA NIMs, Ollama, Dall-E, Stable Diffusion, Midjourney, BI inside AI, RAG, AI-as-a-Service (AIaaS), AIOps
Software: Python, PyTorch, TensorFlow, JAX, Keras, SQL, Deepnote, Heroku, Amplitude, Spark, Databricks, Solidity, Snowflake, Fivetran, DBT, AWS, Redshift, BigQuery, Google Cloud Platform (GCP), Notion, Discord, Linux, C, JavaScript, Algolia, MATLAB, Looker, SPSS, ABAQUS, Git/GitHub/Bitbucket, VBA, etc.
Quant: advanced mathematics, linear algebra, statistics, optimization, regression, numerical methods, mathematical modeling, A/B testing, design of experiments (DOE), hypothesis testing, time series analysis, finite element analysis (FEA), etc.
Domain expertise: retail; crypto and blockchain; programmatic advertising; web2 and web3 gaming; business, finance and investment; oil and gas; energy and environment
Hobbies: reading, innovation, entrepreneurship, stock and equity investment, violin, vocal music, ski, speed ice skating, fine art, outdoor sports, snorkeling, movie, photography, global traveling, mentoring, volunteering 
