Job Location: Pune
Roles and Responsibilities
Location: Pune (Remote for now)
Responsibilities:
Own the entire ML development process from data collection, model development, and productizing it
Design and implement ML algorithms and techniques using data analytics, text analytics, and Natural Language Processing (NLP)
Develop data ingestion pipeline and design dashboard
Collect or extract data from different sources and processing, cleaning and validating it for further use
Periodically test and retrain ML/AI models to adapt the best model for problem statements
Collaborate with the development team to put models into production and keep monitoring the performance of the models.
Should be able to work independently
Desired Candidate Profile
Desired Skills and Background:
Masters in Computer Science, Mathematics, Statistics, or another quantitative field
At least 3 years of experience in developing NLP and/or Computer Vision solutions
Strong in fundamentals of statistics, probability theory and Linear algebra related to Machine Learning and Deep Learning
Proficiency in various NLP tasks like text extraction, entity extraction, refining existing NER models, document understanding etc.
Hands-on experience with either of NLP models like BERT, GPT-2, GPT-3,etc
Experience working with AWS,H2O platforms
Strong development skills in C++ / Python
Outstanding written and verbal communication skills
Strong hands-on expertise in Deep Learning frameworks such as PyTorch and Tens or Flow
Good to have:
Experience in deploying cloud-based solution is a plus
Publications in top ML conferences or journals is a plus
Experience in managing Project Delivery is a plus
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