Gen ai

4 days ago

Mumbai, India Tata Elxsi Full time

Tata Elxsi works with leading medical device OEMs and technology companies for market research and human factor engineering, hardware and software engineering, verification & validation, regulatory standards & compliance requirements along with technologies such as artificial intelligence, cloud and Io T. Tata Elxsi’s Medical Device and Healthcare practice is ISO 13485 certified. Role - Gen AI / NLP SME Experience : 8+ years Qualification : B. E/ B. Tech/ M. E/ M. Tech Certifications in Gen IA, Machine Learning, Deep Learning and Data Science Location : Mumbai Required Skillset: • 8+ years of experience in application of NLP / Gen AI and deep learning algorithms in the healthcare domain • Experience on popular LLMs, different techniques like RAG, reinforcement learning, Vector Db and accuracy improvements • Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling • Ability to effectively design software architecture • Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms • Knowledge of Python • Ability to write robust and testable code • Experience with machine learning frameworks LSTM, Spacy, Keras and libraries (like scikit-learn) • Strong communication skills • An analytical mind with problem-solving abilities • Experience at giving estimates and project plans • Ability to rapidly learn and take advantage of new concepts, business models, and technologies Responsibilities: • Design and develop AI solutions with high accuracy for the problems at hand • Discussing technical aspects of the solution architecture including the methodology followed with the customer • Preparing technical solution and architecture documents, artefacts, work products and presentations for the customer • Successful (high quality, on time) project delivery • Maintain high standards of software quality within the team by establishing good practices • Understanding user's requirements, development of user stories, estimates and work plans. • Participate in peer-reviews of solution designs and related code. • Analyze and resolve technical and application problems. • Assess opportunities for application and process improvement and prepare documentation of rationale to share with team members and other affected parties. • Adhere to high-quality development principles while delivering solutions on-time and on-budget. Research and evaluate a variety of software products. Good To Have: • Data visualisation (power BI) • Java, R • Cloud app development experience using microservices architecture. • Server client communication protocols like REST and web Sockets • Understanding various non-functional aspects in web application design and provide a solution to optimize performance, scalability etc. • Dev Ops tool chains, cloud Dev Ops • Strong understanding & experience with Design patterns, Data Structures • Experience in web application front end development using Angular, Javascript technologies • Experience in Tensor Flow, Keras, Py Torch, NLP

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