Hello, I am Dinesh. I have experience developing Machine learning models, Data Pipelines, and Data visualizations for Fortune 500 clients which are used by Senior Management and Analytics teams for decision making.
I work with Images, text and numbers.
Self Driving Car:
Behavioral Cloning - Simulation - Behavioral cloning simulation - Autonomouse mode
- Version 2 - Detects lane curvature, multiple lane colors, and curved lanes
- Version 1 - Detects straight while lanes
Few notable Machine Learning Competitions:
- 4th(unranked) - Time Series Land Cover Classification Challenge.
- Top 1% (6th out of 6000 participants) - Classification of the following problems:
- Detect the side at which the picture was taken by the camera.
- Customer segmentation in advertising industry.
- Top 1% (8th out of 4591 participants) - Classify successful crowdfunding campaigns.
- Top 1% (24th out of 3367 participants) - Classification of the Loan Defaulters.
- 13th - Predict the thermal power required by Mars Express Power Satellite in the next 2 martian years.