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Current Focus – GT4 2020

Over the past couple weeks I have been working on building a GT4 program with Danny Soufi for the 2020 season. We plan to run gt4america with support from Gradient Racing. I have been working together with Danny, Ashley, and many others on getting on sponsorship program together, thus far we have had really positive feedback. I can see a couple deals on the horizon, that will allow us to run a successful season. The sponsorship program we are structuring is unique in that we are including back-end marketing analytics integration with Segment. It is a ton of work, and challenging to keep everything balanced, with my day job, training routine, and family commitments. I am using HubSpot to keep track of all the deals, leads, set tasks, and follow-ups, and LinkedIn Sales Navigator to find, and interact with prospects.

I have also been continuing work on the startup, recently visited Detroit, and attended the excellent IPG local open house, was able to interact with their customers, and partners, and garner their support for my endeavors of commercializing. Very exciting to have them onboard as a partner, looking forward to our next steps.

The next race that I am preparing for is a little far away Road America over Labor Day, I was sitting first nationally in GTB1 after Mid-Ohio, but have slipped down to 3rd having not participated at Watkins Glen, and will likely drop back further with VIR this weekend. Going to stay focused on my training program, and preparation routine, the goal is to take the Triple Trofeo.

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What’s the crack

At the end of April when I got back from Road Atlanta, I put the finishing touches on my application for the Department of Transportation Small Business Innovation Research program. I focused on National Highway Traffic Safety Administration (NHTSA) Automated Driving Systems (ADS) Test Data Interface. I have not revealed too much about what I have been working on but this may give you an idea. The SBIR program provides a Phase I grant of up to $150,000 to produce research, and a report on the topic, and opens the opportunity to pursue commercialization funding under Phase II of up to $500,000. Since I am attempting to bootstrap this is very attractive

I am continuing work on the development of a Vehicle Dynamic Simulation environment, having a discussion with Doug Milliken, I was able to get tire test data directly from Pirelli, which is an excellent development. I am in talks with IPG for large-scale testing, and was able to join MatLab Startup Program. Everything is moving in the right direction.

In other news, I am getting ready for Mid-Ohio, in a couple weeks this will be the second race for the Pirelli Triple Trofeo. I am planning to work with Tom O’Gorman while there so I can pick up the track quickly. Spending lots of time in iRacing, and going to participate in the David Murry webinar this coming week. Some really exciting news is that I am currently running 3rd in GTB1 nationally, which is pretty awesome!

I am working on putting together a GT4 program with Danny Soufi for 2020 to run in the SRO GT4 America. It will be a lot of work, trying to figure out how to get a bunch of sponsors onboard to help us fund the program, and working out how to get the car, looking at the 718 Cayman GT4 Clubsport,

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Continued Progress

As is always the case, I have a lot going on, here is the latest. I was able to get the trackNotes app into enough shape to do a quick pitch and demo, which resulted in some early interest. I am ready to get some more feedback, and will be opening it up for a couple Early Adopters, if you are interested, drop me a note in the comments, and will send you the details.

One of my other projects is based heavily on computer vision, I decided to have some fun with it, and test my skills. I now have all the bits to build a Donkey Car it should be a pretty fun little project where I can learn, set myself up for the next steps of doing more suspension analysis work. I am now doing an extensive amount of model training using distributed inception approach, leveraging multiple GPU’s with a pre-emptible Kubernetes node pool. Good cost/performance, and translates to all of the cloud providers: AWS, Google, and IBM.

I have been working really hard with Phil, and continue to work my way toward my health goals. I have achieved 125Lbs of weight lost since October of 2017. I decided to add OPTIFAST back into my diet as a post workout drink, the high protein works to increase muscle growth, and helps with the recovery from a hard workout.

On the funding front, I am exploring a couple equity free options, there is currently a contest open with Google Cloud, and SAP called Circular Economy which is focused on United Nations sustainable production, and consumption goals. I am working out the broader implications of my current research, and plan to apply. Another equity free option is the SBIR route, which I have discussed briefly before. I have received feedback on my application, and have decided to pursue one of the current open solicitations with the DOT.
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Practice, Product, and Progress

I’ve been spending time in iRacing learning the line, got both of David Murry’s excellent Sebring, and Car Suspension webinars, as well as reviewing playbacks from the VRS datapacks. I really look forward to working with David directly on the Test/Tune day before the weekend at Sebring. I was also able to spend some very productive time this week out at Harris Hill with Andris of Gradient Racing. More seat time, and getting everybody familiar with the car is always a good thing

David Murry in the BGB #38

Over the holiday, I got a lot of work done on the trackNotes app, it is nearly ready for an alpha release. I am using creator, for the front-end, and firebase for the backend. I put together some wireframes for another app I am developing called setupBoard, that will work either standalone or together with trackNotes. Regarding my work with Kubeflow, it has gone very well, I was able to train against my dataset with multiple models, distributed across three cloud providers: GCP, AWS, and IBM. Inception v3 is the current leader with predictions of 85% accuracy against the ground truth in testing. I am going to test a couple more models: Random Forest, a TF Boosted Tree, and a DNN Classifier. Once I have another round of training, and testing I will start working through AI assisted hyper-parameter tuning to see if I can get the error rate any better. At that point I will switch gears and start working on the front-end.

setupBoard wireframe in creator.ionic.io

On the health front, I was having a hard time finding someone who could help me with both my nutrition, and training. I was referred to Phil Gephart who immediately exceeded my expectations for his knowledge, and professionalism. Phil is awesome! He worked with me to switch around my macros, added some supplements, changed up my training program, I am already seeing some incredible results with a 3% drop in body fat within the first week!
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Over the Holidays

I have always loved this time of year, it has given me a chance to focus on the things that I really want to do, interesting projects, time to catch up with friends, and family, play games (or get in some iRacing time, got to get Sebring down), watch movies, and just relax. I am off from work for the next couple weeks, and will be focused on a quite a few things, as usual.

I have built, and deployed three kubernetes clusters on the three different cloud providers that came with my having joined FFL (GCP, AWS, and IBM), I have tested all of my training jobs, and am now ready to do a big run on distributed training using kubeflow, I will be working on a couple different models, Inception v3 to start, and will be working through all the hyperparameter tuning involved with trying to get the best RMSE for what I am doing, hint (it’s motorsports related).

Also, I have a prototype of the trackNotes app, that I released to the Play Store for a closed Alpha, to get some feedback on the UI, I am putting it together with creator.  I am working on the backend data-model in Firebase, which is pretty straightforward, there are some really good materials out there, I really like the codelab, it is ridiculously comprehensive. I am also going to start a wireframe for another app called setupBoard.

On the racing front, I am doing outreach for sponsors, and will need to get all of that loaded into Hubspot so I can keep track of it all. I am also loading in a bunch of leads which, I will see if I can turn into opportunities for everything that I am doing (vaguely described above). Also, I have been talking to Andris over at Gradient Racing to see what support would look like for 2019, we are planning a test day in January.


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Preparations for 2019

Continuing my work on track notes, I have a working prototype, just need to clean up the UI, and then start working on the iPhone cross-compile, I hope cordova works well for that.

I started a new 6-week workout block with two HIIT days, it is pretty rough from a recovery perspective, I do 45-minutes of HIIT cycling on Monday/Wednesday with 30-minutes of weight training, on Tuesday/Thursday I run, and do weights for 30-minutes each, on Friday I swim, and then do endurance focused weight training. Talking to my nutritionist about a Ketogenic plan to go with my training platform.

I keep adding to the backlog of reading materials, going through the bibliography of Michael Krumm’s excellent:  Driving On The Edge: The Art and Science of Race Driving

I have made some significant breakthroughs on my upmarket product, currently building out the underlying development platform, and pipeline using the cloud credits from FFL.

I am dying to get out in my car for a test day, looking at the next edge addicts event, or maybe just a session out at Harris Hill (which would be my preference). Hopefully, I can get that setup over the next couple weeks.