Location : Jaipur, India
Experience : 4 Year
Rate: $20 / Hourly
Availability : 1 Week
Work From : Any
Category : Information Technology & Services
Deep Learning Engineer
● Implemented the ML-powered DSS (Decision Support System) for a US-based transportation company
○ To predict the demand on stop/trip/route level of the SamTrans buses running in San Mateo county.
○ To predict the bus occupancies of the SamTrans with highly skewed and highly variations in the data.
Technology Stack: Python, Scikit learn, Xgboost.
Machine Learning Engineer
● Worked on a project to solve a business problem where a skill map (an ordered collection of skills) needs to be generated for a particular user in order to achieve a role in the IT industry.
○ Built a deep learning model to detect the sentences containing one or more
Technology stack: Python, Prodigy, SpaCy, NLTK.
○ Built a NER-based deep learning model to automatically extract hard and soft
skill keywords from the job descriptions.
Technology Stack: Python, Prodigy, SpaCy, NLTK.
● Single-handedly built an MVP where the objective was to read the characters in the Indian Digital Electric Meter. We have built a model using an object detection
algorithm YOLO v3 with Transfer Learning. Technology Stack: Python, TensorFlow, Keras, PyTorch, OpenCV.
● Worked on data scraping using Python to scrape the job descriptions for a particular job role from a job site in order to automate the data collection process.
Technology Stack: Python, Selenium, Beautiful Soup