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Ashutosh Singh is listed as Senior Machine Learning Engineer @ Guidepoint at Guidepoint, a company with 2412 employees, based in Toronto, Ontario, Canada. AeroLeads shows a matched LinkedIn profile for Ashutosh Singh.
Ashutosh Singh previously worked as Senior Machine Learning Engineer at Guidepoint and Machine Learning Engineer at Dell Technologies. Ashutosh Singh holds Master Of Science - Ms, Operations Research And Industrial Engineering from The University Of Texas At Austin.
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Ashutosh is working as a Senior Machine Learning Engineer for Guidepoint Canada. They have over seven years of experience as a full stack machine learning practitioner, with experience in data analysis, modeling, data pipelines and ML architectures, and domain expertise in natural language processing (NLP) and hardware telemetry.In their previous position, Ashutosh has developed a Text-To-SQL interface, machine learning plugins for Dell devices to integrate Dell Services with Microsoft's Copilot, BERT based legacy IR systems, and Retrieval Augmented Generation (RAG) based improvements to the legacy IR systems, enabling an average 8% cost reduction across support and services use cases at Dell. They have also contributed to the development and deployment of hardware telemetry models for software installation and update failure prediction, preventing ~9 million failure events annually, and hard drive failure prediction, enabling ~21k annual auto-dispatch of replacement hard drives. Ashutosh is passionate about creating impactful and innovative solutions that enhance customer experience and satisfaction.
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Toronto, Ontario, Canada
➤ Developing a recommendation engine to match Expert Advisors to incoming Client Requests.➤ Utilizing LLMs to produce structured data from unstructured text for traditional ML modelling.➤ Contributing to SLM & LLM fine-tuning work streams.
Round Rock, Texas, United States
➤ Architected a Text-To-SQL solution to integrate multiple data tables into a unified information interface for Dell Financial Services.➤ Utilized open source LLMs for SQL Query Generation using RAG and Few-Shot Prompting.
Round Rock, Texas, United States
➤ Developed Machine Learning plugins for Dell devices, to integrate Dell Services with Microsoft's Copilot.➤ Responsible for maintenance and enhancement of multilingual & real-time Information Retrieval(IR) endpoints providing Deep Text Search and Deep Video Search services to internal customers, achieving incremental 8% average reduction in support cost.
Round Rock, Texas, United States
➤ Developed and deployed a Bayesian model to predict software update and installation failures, preventing ~9 Million failure events on customer devices, annually.➤ Engaged with universities through capstone projects and summer internship programs.➤ Created Intellectual property for Dell.
Austin, Texas
➤ Collaborated with teams across Client CTO's Organization and Services Organization to create an end to end solution for monitoring health of Hard Drives➤ Developed an LSTM model to predict Hard Drive failure using telemetry data parsed from XML files. Achieved an accuracy of 81 percent, and ~ 21K annual auto-dispatch of replacement hard drives.
Austin, Texas Area
➤ Conducted classes for Supplemental Instructions in Vector Algebra and Differential Equations.➤ Curated course material, conducted office hours, and evaluated 2 batches of 15 students each.
Bengaluru Area, India
➤ Performed instrumentation, data collection & cataloging for performance tests conducted on EVs.➤ Estimated, documented and reported performance metrics derived from the cataloged data.➤ Developed a python framework for automated estimation of metrics onboard the Electric Vehicles.➤ Received a Spot Award for the automation framework.
Other employees you can reach at guidepoint.com. View company contacts for 2412 employees →
Gavin Stoutenburg
Colleague at Guidepoint
Rochester, New York Metropolitan Area, United States
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PA
Payal A Kumar
Colleague at Guidepoint
Lisbon, Lisbon, Portugal, Portugal
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Spyros Panagopoulos
Colleague at Guidepoint
Pefki, Attiki, Greece, Greece
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CA
Cyrus Anderson
Colleague at Guidepoint
Beecroft, New South Wales, Australia, Australia
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CQ
Carol Q
Colleague at Guidepoint
Xuhui District, Shanghai, China, China
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NE
Nima Eslami
Colleague at Guidepoint
Greater Vancouver Metropolitan Area, Canada
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Ewa Wlodarczyk
Colleague at Guidepoint
Düsseldorf, North Rhine-Westphalia, Germany, Germany
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Vishiela Rudy Keneta
Colleague at Guidepoint
Singapore, Singapore, Singapore
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ID
Iseult Devaney
Colleague at Guidepoint
France, France
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Emily Patterson
Colleague at Guidepoint
New York, New York, United States, United States
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Master of Science in Operations Research and Industrial Engineering Graduate Portfolio in Applied Statistical Modeling
Activities and Societies: Team Manager for the University Solar Racing TeamBachelor of Technology in Mechanical and Automation Engineering.
Natural Language Processing Deep Reinforcement Learning
Quick answers generated from the profile data available on this page.
Ashutosh Singh works for Guidepoint.
Ashutosh Singh is listed as Senior Machine Learning Engineer @ Guidepoint at Guidepoint.
Ashutosh Singh is based in Toronto, Ontario, Canada while working with Guidepoint.
Ashutosh Singh has worked for Guidepoint, Dell Technologies, Dell, The University Of Texas At Austin, and Mahindra Reva Electric Vehicles Ltd..
Ashutosh Singh's colleagues at Guidepoint include Gavin Stoutenburg, Payal A Kumar, Spyros Panagopoulos, Cyrus Anderson, and Carol Q.
You can use AeroLeads to view verified contact signals for Ashutosh Singh at Guidepoint, including work email, phone, and LinkedIn data when available.
Ashutosh Singh holds Master Of Science - Ms, Operations Research And Industrial Engineering from The University Of Texas At Austin.
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