TaglineFree-thinking, tech Swiss army knife, can solve hard problems
Me at my fav place
Oh, and I should mention that:
I really wanted to do projects which significantly change/help the world, but that didn't work out...
- Helping the world via technology:
- Machine Learning, knowledge graphs & browsing
- Landscape photography and writing photo-editing software
- Electric guitar and vintage tube guitar amplifiers
- Skills: Software Engineer, Product Manager/Visionary, UX
- You might want to glance at the page summarizing the cool tech I developed at my former startup, Autogeny about 10 years ago
- Mean Absolute Deviation in Python/Numpy - my StackOverflow answer
- This looks to be a good introduction to Deep Learning (URL)
- By invitation and for the 2nd time, I will again be a Community TA for the Stanford online Machine Learning course beginning Sept. 22, 2014 (Coursera).
- Kaggle.com Higgs Boson Challenge
- The purpose of this challenge was to identify a particular Higgs Boson decay event from background noise data.
- Below is a histogram of the predicted Real output numbers from an early Random Forest classifier. The best threshold on these Real outputs was found by applying the quantile() R function on the Train set labels.
- A few more details are here.
- Project Euler Solutions (coding examples):
- I just added a new page w/solutions to a few selected Project Euler problems. PLEASE do not use this code on ProjectEuler.net !
- Weight Lifting Exercises Dataset (Summary Page)
- I recently built a Random Forest classifier in R which classifies a human's exercise activity from 52 accelerometer and tilt/gryo sensor measurements. The training set had about 19,000 labeled samples.
- CodeEval Challenge: A quick C hack got me a 99.841% ranking on a CodeEval.com programming challenge:-) PLEASE do not use my code on CodeEval.com !
- Recent online ML/Data Science courses:
- Completed 3 online courses from the Johns Hopkins Data Science specialization series on Data Science:
- Certificates of completion and course topic summaries can be viewed here
- I just learned about and joined CodeEval.com, looking forward to finding time to solve some of the interesting challenges on this site!
- I just progressed to Level 2 on ProjectEuler.net (top 7.26%) by completing 50+ problems. Update: I added a new page w/ selected solutions/code. Screenshot showing advancement to Level 2:
Slide decks (Click left link to go to Slide Decks page)
- Concluded role as online Stanford Machine Learning course Community TA! (part-time) - last day of course: May 26, 2014
|Additional online courses I've completed
Links of Interest
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Disclaimer: Any comments, ideas, IP, or opinions I make on the Web are entirely my own, and are completely distinct from, do not reflect upon, or represent in any way, my employers, past, present, and future.
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