Aditya Dutta Email and Phone Number
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Leader, Mentor and Data Scientist with 10+ years experience in Artificial Intelligence and Machine Learning. Hungry to identify and explore, helping businesses get the best ROI in AI and thrive in the age of robots.
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Principal Data ScientistElevance Health Jan 2022 - PresentIndianapolis, Indiana, Us• Improving member experience through personalized recommendations, next best action and smart chatbot assistance.• Training and ensembling deep learning models like BERT to enable better search results for members.• Development and deployment of AI models at scale.• Providing hands-on guidance to peers on emerging technologies like chat-GPT, improvements to big data architectures like Hadoop, elasticsearch etc.• Leading a team of data scientists and data engineers, making project plans, deliverables and setting deadlines for real-time implementations in an AGILE framework• Ensuring cross collaboration across management, data and engineering teams and stepping in to provide hands-on guidance on deadlines/effort estimations, joining data from different sources, feature engineering for model improvement, choice of tech stack, choice of appropriate metrics for measuring performance improvements, choice of loss functions to better fit models according to business expectations• Creating dashboards in web frameworks like dash, flask for quick POC of the proposed approach and internal testing/validation by SMEs of the provided data science solutions• Making sure solutions follow global best practices, like ensuring PEP8 standards for python codes, normalization in databases, ethical AI and run-time optimizations
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Senior Data ScientistFractal Analytics Jan 2018 - Jan 2022New York, Us• Developing algorithms for pricing anomaly detection in the healthcare space to help detect overpaid/underpaid claims using a smart sampling strategy• Optimizing the data processing pipelines and choice of algorithms to ensure scalability, flexibility and robustness of the solution• Researching applications of Natural Language Processing to unstructured text data of publicly traded companies to develop a system for semi/fully automated investment insights generation valuable to end-users like fundamental credit analysts• Conceptualizing and developing features/algorithms for mining and highlighting information crucial to the investments domain like: Automated summary creation based on centrally identified themes and structural rules, Cause-effect mappings, Semantic fuzzy search tuned for performance to the given domain• Guiding the team on computational strategies to be followed to ensure flexibility, scalability and latency of the product to handle over 20 million sentences • Creating deep learning models to efficiently embed the collective information hidden in the unstructured data• Benchmarking on product performance with various other players in the market related to NLP and Insight extraction -
Data ScientistFractal Analytics Jan 2015 - Jan 2018New York, Us1. Create features from the data to be fed into clustering/classification/regression/Deep learning algorithms specific to the problem.2. Develop end to end deep learning frameworks by experiments to obtain the best neural network architecture suited to the task.3. Devise strategies to ensemble various models ensuring maximum accuracy in the output.4. Stay up-to-date with methods for mining information from unstructured data and ensure the most recent methods which are applicable are integrated into the product.5. Guide a team of 7 data scientists ensuring co-ordination and smooth execution in development and deployment of the product.6. Develop proofs of concept to convince the client that the proposed solution strategy works.7. Perform web-scraping from time to time to account for any external input to the proposed solution.8. Extract, test and load data from a variety of databases like MongoDB, Cassandra, Hadoop and MySQL to check for integrity. Apply appropriate transformations based on the hypothesis.9. Ensure scalability, portability and operationalization of the product across different hardware specifications
Aditya Dutta Skills
Aditya Dutta Education Details
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Indian Institute Of Technology, KanpurCivil Engineering + Computational Mathematics -
Indian Institute Of Technology, KanpurCivil Engineering
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St. Pauls High School, Hyderguda, Hyderabad
Frequently Asked Questions about Aditya Dutta
What company does Aditya Dutta work for?
Aditya Dutta works for Elevance Health
What is Aditya Dutta's role at the current company?
Aditya Dutta's current role is Principal Data Scientist at Elevance Health.
What is Aditya Dutta's email address?
Aditya Dutta's email address is ad****@****ics.com
What is Aditya Dutta's direct phone number?
Aditya Dutta's direct phone number is +142542*****
What schools did Aditya Dutta attend?
Aditya Dutta attended Indian Institute Of Technology, Kanpur, Indian Institute Of Technology, Kanpur, St. Pauls High School, Hyderguda, Hyderabad.
What are some of Aditya Dutta's interests?
Aditya Dutta has interest in Science And Technology, Environment, Economic Empowerment.
What skills is Aditya Dutta known for?
Aditya Dutta has skills like Python, Matlab, Analytics, Vba, C++, Data Analysis, Statistical Modeling, Html, Computational Mathematics, Mysql, Algorithms, Php.
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