Rahul Kamath Email and Phone Number
Strong background in Machine Learning (ML) and Natural Language Processing (NLP) including model development, deployment and support.• 9+ years professional experience in developing and implementing ML-based solutions across multiple domains including life sciences, technology and finance. • Deployed multiple ML models in production covering all aspects of model life cycle management.• Led multiple teams of data scientists providing quality technical guidance and mentorship. • Strong expertise in leveraging cloud platforms (AWS, Azure) to deliver ML solutions at scale.• Presented a research paper at the international conference PACLIC-29, subsequently published in the Association of Computational Linguistics (ACL) anthology.• Masters in Engineering from the University of Tokyo - conducted research under the guidance of Prof. Yutaka Matsuo, one of the foremost Deep Learning experts in Japan. Skills:Machine Learning, Deep Learning, Natural Language Processing, MLOps ML tools - Pytorch, TensorFlow, Scikit-Learn, XgBoostMLOps tools - Docker, Kubeflow, AWS (ECS, CloudWatch), Kubernetes
Athenahealth
View- Website:
- athenahealth.com
- Employees:
- 8372
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Lead Machine Learning Engineer, Athenacollector Ai ZoneAthenahealthChennai, Tn, In
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Lead Data ScientistAthenahealth Dec 2023 - PresentBengaluru, Karnataka, India• Fine-tuned Large Language Models (LLM’s) on clinical text implementing advanced scaling techniques, including model parallelism, data parallelism and pipeline parallelism to automate complex medical coding tasks.• Developed and deployed ML models for insurance claims denial prevention and management which is projected to decrease BPO tasks and spends by 20-25% resulting in savings of approx. $5Mn/year. • Investigated and addressed issues with production ML systems by systematically analyzing metrics and logs across different production system components including our prediction service and prediction store.
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Senior Data ScientistAthenahealth Nov 2021 - Nov 2023Bengaluru, Karnataka, India• Member of athena intelligence (athenahealth’s R&D division)• Medical coding using Electronic Health Records (EHR)• Insurance claim denial prediction and management for Revenue Cycle Management team
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Data Scientist IiiZs Jan 2021 - Nov 2021Bangalore Urban, Karnataka, IndiaLed a team of 4 data scientists in managing 20+ ML models in production for the analytics team of Microsoft Azure including model enhancements, prod. issue resolution, migration to cloud and performance monitoring. -
Data Scientist IiZs Dec 2018 - Dec 2020Bangalore Urban, Karnataka, India• Leveraged Bayesian models, tree-based models and survival analysis to identify drivers of sales erosion for a large Swiss pharmaceutical company leading to 30% increased chance of non-erosion and 3-4 months delay in erosion.• Modelled the propensity of a physician adopting a new drug using Gradient Boosting technique providing 4x lift over a random model and 1.5x lift over traditional rule-based approach.• Managed vendor implementation of a web application showcasing 15+ ML use cases which was very well received by partners across the company and clients across the globe.
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FounderScobo Sep 2016 - Nov 2018• Built a next generation AI-powered people search engine targeted at the UK market which provides useful information aggregated from a variety of sources using advanced Artificial Intelligence algorithms.• Indexed more than a million professionals with detailed information obtained using distributed web crawlers and processed using Machine Learning algorithms. The service had around 20000 page-views per month at its peak.• Optimized the websites' performance which resulted in Google Pagespeed Insights score of 97/100 across devices.• The web application is built using cutting edge technologies including Containerization (Docker), Web Components (Polymer), NoSQL (MongoDB), Full-Text Search (Elasticsearch) and deployed using AWS tools like EC2, S3, CloudFront and Route53.
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Backend EngineerOhma Inc Oct 2015 - Jul 2016Tokyo, Japan• Worked from scratch on the design and development of a people search engine SPYSEE 2 (http://spysee2.jp), which automatically collects and visualizes information with a strong focus on human relations.• Developed contemporary Machine Learning and Natural Language Processing based algorithms for the extraction of various types of information about people (bio-data, profile picture, social network, related webpages etc.) from unstructured and noisy web data.• Developed a solution for name disambiguation problems in short texts using a probabilistic classifier.• Implemented a high-performing face recognition solution using a combination of Google’s OpenFace library and K-Means clustering.• Crawled millions of webpages efficiently using programs built to run using Amazon Web Services.• Solely responsible for maintaining the legacy site SPYSEE (http://spysee.jp), which at one point was Japan's most popular people search engine which had more than 20 million page-views per month at its peak. -
Backend EngineerOhma Inc Jan 2015 - Sep 2015Tokyo, Japan• Developed modules capable of extracting a person's social network from the web using heuristic techniques.• Developed a face detection module using OpenCV capable of identifying faces of people from images with a high degree of accuracy and at scale.• Developed a module to identify people trending on news websites using Klienberg's burst detection algorithm.
Rahul Kamath Skills
Rahul Kamath Education Details
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Ml & Nlp -
Bachelor Of Engineering - Beng
Frequently Asked Questions about Rahul Kamath
What company does Rahul Kamath work for?
Rahul Kamath works for Athenahealth
What is Rahul Kamath's role at the current company?
Rahul Kamath's current role is Lead Machine Learning Engineer, athenaCollector AI Zone.
What schools did Rahul Kamath attend?
Rahul Kamath attended The University Of Tokyo, B. M. S. College Of Engineering.
What skills is Rahul Kamath known for?
Rahul Kamath has skills like Python, Microsoft Azure, Docker, Amazon Web Services, Mongodb, Machine Learning, Linux, Data Science, Mlops, Deep Learning, Javascript, Django.
Who are Rahul Kamath's colleagues?
Rahul Kamath's colleagues are Abhishek Singh, Melissa Harding, Vijaykrishnan M, Angela Kinsey, Christina Hankins Davison, Robin Twyman, Walter Delevich.
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Rahul Kamath
Senior Technical Program Manager (Tpm) , Amazon | Iim Indore | Bank Of America | Vit UniversityIndore -
Rahul Kamath
Chief Operating Officer | Healthcare | Oncology | Radiology | Cardiology | Medtech |Bengaluru2hotmail.com, gehealthcare.com -
Rahul Kamath
Mumbai
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