Hi I'm a deep learning engineer experience in statistical modeling, optimization, generative models and bayesian methods, simulations, reinforcement learning, planning and control, forecasting and predictive modeling, recommendations, and anomaly detection
* Built an A3C reinforcement learning model to optimize gas production on multi-well pad using time-series, computer vision, and a physics-based simulator for training, testing, and validation.
* Developed a computer vision and reinforcement pipeline for an battle bot competition between fully autonomous and human controlled bots using Unity Agents, Tensorflow, OpenCV
* Developed hierarchical scene understanding recognition model capable of tracking variable number of objects in multiple configurations
* Built a multi-armed bandit model for online control bootstrapping exploration with historical data to control heating in a system with difficult to simulate high sensitivity to initial conditions
I'm a full stack, startup oriented web developer with past projects including e-commerce and online stores, social media platforms, and big data analytics pipelines.
Before freelancing fulltime I taught and developed teaching materials for web development at General Assembly and String Theory research during my PhD program. More at: http://www.maximlakin.com/resume.pdf
I'm an experienced full stack web developer who is well educated in computer science and has years of hands on professional web development experience building e-commerce, API integrated web application, and other products needing someone to lead the technical development. My latest projects include a contest driven startup crowd funding platform, a marketplace for indie musicians, and a commodity sharing platform.
Before freelancing I worked as a web developer in San Francisco, taught and developed teaching materials for web development at General Assembly, worked on String Theory during my PhD program, and was raised in a family of C and Java software engineers. As much as I love coding, I love helping people get the results they want. And more importantly, taking the time to really figure out what that is in the first place.
Thanks you for your time, if you're interested in talking more then email me at: contact@codesprig.com
If you're building e-commerce, dashboards, or API integrated web application, or just need someone take a technical problem off your hands and lead the development, you need someone who is competent and knows what they're doing.
I'm an experienced full stack Rails developer, well educated in computer science and years of hands on professional web development. My latest projects include a contest driven startup crowd funding platform and a marketplace for indie musicians.
Before freelancing I taught and developed teaching materials for web development at General Assembly, did String Theory research during my PhD program, and come from a family of C/Java software engineers. More at: https://docs.google.com/document/d/1xuMb-r-oSsLdCy-zkFl0s4n8...
Please contact me if you're interested in any of these services or if you just want to bounce around some ideas. I'm always happy to help or meet interesting people. I can be reached directly at contact@codesprig.com
Thanks you for your time and consideration, I hope I can be of service to you!
I'm a full stack Rails developer, latest project being a marketplace for indie musicians to set up stores, sell music, and engage fans. This involved setting up a background process to run a 3rd party C library for embedding artist info into the song files, integrating Stripe and AWS API's, and running an nginx/unicorn production stack.
Before freelancing fulltime I taught and developed teaching materials for web development at General Assembly, did String Theory research during my PhD program, and come from a family of C/Java software engineers. More at: https://docs.google.com/document/d/1xuMb-r-oSsLdCy-zkFl0s4n8...
I'm a full stack Rails developer, latest project being a marketplace for indie musicians to set up stores, sell music, and engage fans. This involved setting up a background process to run a 3rd party C library for embedding artist info into the song files, integrating Stripe and AWS API's, and running an nginx/unicorn production stack.
Before freelancing fulltime I taught and developed teaching materials for web development at General Assembly, did String Theory research during my PhD program, and come from a family of Java software engineers. More at: https://docs.google.com/document/d/1xuMb-r-oSsLdCy-zkFl0s4n8...
Hi I'm a deep learning engineer experience in statistical modeling, optimization, generative models and bayesian methods, simulations, reinforcement learning, planning and control, forecasting and predictive modeling, recommendations, and anomaly detection
Email: maximlakin@gmail.com
Linkedin: https://www.linkedin.com/in/maximlakin/
Past project:
* Built an A3C reinforcement learning model to optimize gas production on multi-well pad using time-series, computer vision, and a physics-based simulator for training, testing, and validation.
* Developed a computer vision and reinforcement pipeline for an battle bot competition between fully autonomous and human controlled bots using Unity Agents, Tensorflow, OpenCV
* Developed hierarchical scene understanding recognition model capable of tracking variable number of objects in multiple configurations
* Built a multi-armed bandit model for online control bootstrapping exploration with historical data to control heating in a system with difficult to simulate high sensitivity to initial conditions
Tools: python, tensorflow, numpy, pandas, keras, pytorch, jupyter, opencv