I have a background in computer science and AI, and I am currently working as a Data Scientist at UNSW. Previously, I worked with the core teams of several early-stage and high-growth startups, serving as both a data scientist and a software engineer. My role involved building AI-driven products and solutions in areas like Business Process Analytics, Information Retreival, and recommender systems. I have expertise in Algorithmic thinking, Rapid Prototyping via design thinking and R&D thinking through first principles.I am a lifelong learner, striving to learn the art of i) Building High-Performance Technology Organizations. ii) Product Management of Data Products. iii) Design and Construction of Intelligent Systems

My projects incorporate emerging machine intelligence technologies and explore applications of augmented intelligence for effective decision making under uncertainty.

• Deep Reinforcement Learning based Clinical Decision Support for Sepsis treatment in emergency room [blog_post] [Paper] [Code]
• Memory Augmented Neural Networks for supporting business process execution [blog_post] [Paper] [Code]

• Misc Software Projects | Old projects, Scripts and Pet projects

• Set of notebooks that explore advanced algorithmic techniques and collectively serve as a Computational intellgience Toolbox for building Data+AI Products

• Datasets: | Datasets and resources I built during PhD research

• Publications | Academic Papers (published and Pre-Prints)

• Writing | I blog about my experiences here

• Readings | Interesting articles
• Notes | Guides and notes on Data-Centric Computing (work in progress)
• Work setup | My worksetup and How i work

Programming is the art of Function, Form, Logic, and Balance.

Utility of the working program provides Function.

Organization and good abstraction creates Form.

The correctness is established with Logic.

Limitations and tradeoffs require harmonious Balance.

--Jeremy Kun