Hi, I am Rutuja More.
A ML Engineer.
A motivated machine learning engineer with skills in data mining and algorithms. Seeking to improve machine learning models. Built a mini project named Sentiment generated from the song verse with Symbl.ai using Postman API Platform. GCP projects like -Classify Images of Clouds in the Cloud with AutoML Vision and Working with BigQuery. Boosted ML/AI learning process with Coursera and GCP hands-on experience (labs,colab).
Projects
ShootVision: AI-powered Basketball Shot Analysis
The goal of the project was to develop a machine learning-based solution for analyzing basketball shots and shooting pose. The solution involved implementing an object detection algorithm, to extract more detailed information about the shots and shooting pose, the OpenPose API was integrated with the machine learning model. This allowed for the analysis of subtle movements and positions of the body, which are crucial for identifying shooting technique and form.
- Python
- OpenPose
- Batchfile
Self Driving Car
Self Driving Car Model for Object and Pedestrian Intent Detection using CNN was a Capstone Project for the PGD 1st Semester , a self driving car model was made using Python libraries and AI and DLN concepts. MATLAB simulations were used to show a real time Virtual Scenario of a Self Driving Car. Also YOLO v3 was used for object detection and intent of the Pedestrian as well as a advancement for the upcoming ADAS in automobiles.
- Python
- Deep Learning
- Object Detection
Skills
- Python
- AutoMl
- BigQuery
- SQL
- SageMaker
- Google Colab
- TensorFlow
- Algorithm
- Data Mining
- Pandas
- Statistics
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