As a Machine Learning Engineer at COZEVA, I've led pioneering work in AI, developing a proprietary AI assistant and integrating a NoSQL-based vector database to improve our data ecosystem. My expertise in AI, particularly using GPT-4 and Large Language Models, is grounded in a solid educational foundation with a Master of Science in Computer Science from the University at Buffalo.My tenure as a Graduate Research Assistant allowed me to delve deeply into AI applications, from image processing to advanced statistical modeling. This background, coupled with my role at COZEVA, underscores my commitment to leveraging technology to enhance healthcare analytics and patient outcomes.
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Lead, Solution ArchitectFundaePortland, Or, Us -
Machine Learning EngineerCozeva - Applied Research Works, Inc Dec 2023 - PresentFremont, California, Us• AI Assistant Development: Led the creation of a proprietary AI assistant using LLM models, tailored to the organization’s data ecosystem.• Database Architecture: Designed and integrated a NoSQL-based vector database for efficient text and image vector embedding retrieval.• Healthcare Data Analysis: Applying advanced statistical data analysis, created scorecards and reports. -
Graduate Research AssistantUniversity At Buffalo School Of Engineering And Applied Sciences Feb 2022 - Dec 2023Buffalo, New York, Us• Image processing: Generative Model trained, which can be utilized in surveillance, robot navigation, and other areas. IEEE publication rb.gy/qnja08 .• Human-Robot Interaction: Augmented a simple order-driven robot with capabilities, such as FeedbackLearning, NLP, and Audio-Visual Recognition. GitHub rb.gy/isc4x9.• Robot Navigation: Location and Navigation Error Optimization of autonomous robots. White paperrb.gy/0729ic.• Biometrics: ML Model trained to recognize human vein patterns on the dorsal side of the palm using Neural Nets. IEEE publication rb.gy/5be87k.• Teaching Assistant: Graded and assisted students on various projects for the course CSE 468/568: Robotics Algorithms. -
Machine Learning EngineerCozeva - Applied Research Works, Inc Jun 2022 - Aug 2022Fremont, California, Us• Engineered data pipelines for the robust processing of extensive datasets, specifically focusing on patient medical records to support healthcare analytics.• Extracted critical features for machine learning applications, pinpointing key variables within complex medical data to enhance predictive modeling.• Conducted associative rule mining to uncover patterns linking social demographics to healthcare service disparities, providing insights into population health management. -
Assistant Systems EngineerTata Consultancy Services May 2019 - Nov 2020Mumbai, Maharashtra, In• Collaborated in a cross-functional team of approximately 50 people actively engaging in client interfacing and conducting requirement analysis.• Specialized in order processing and insightful data analytics within the healthcare sector.• Employed SQL for database management and leveraging MS Excel for advanced data interpretation and reporting.
Sougato Bagchi Education Details
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University At BuffaloComputer Science -
University Of Engineering & Management (Uem)Computer Science
Frequently Asked Questions about Sougato Bagchi
What company does Sougato Bagchi work for?
Sougato Bagchi works for Fundae
What is Sougato Bagchi's role at the current company?
Sougato Bagchi's current role is Lead, Solution Architect.
What schools did Sougato Bagchi attend?
Sougato Bagchi attended University At Buffalo, University Of Engineering & Management (Uem).
Who are Sougato Bagchi's colleagues?
Sougato Bagchi's colleagues are Nilesh Choudhary, Pranay Niranjan, Prasad Ugale, Tanisha Shah.
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