RMroopesh mangal
@roopeshmangal
Experienced data scientist with expertise in machine learning and AI.
IndiaWhat I'm looking for
With over 12 years in the tech industry, I have spent the last 3 years specializing in software engineering and 9 years in applied machine learning. My journey has been marked by a balance of hands-on development, mentoring teams, and leading projects that drive AI adoption. I am passionate about translating complex research into scalable, production-ready solutions.
My academic background includes degrees from prestigious institutions such as IIT Roorkee and IISc Bangalore. I have a proven track record of conducting applied research and collaborating across cross-functional teams to deliver high-impact solutions. My expertise spans various domains, including reinforcement learning, natural language processing, and MLOps, which I have applied in projects that optimize network performance and enhance customer engagement.
Experience
Work history, roles, and key accomplishments
Senior Data Scientist
Ericsson
Feb 2021 - Present (4 years 3 months)
Leading data science initiatives to optimize large-scale Radio Access Networks (RAN) using AI-driven techniques. Developed and implemented advanced machine learning models for real-time data drift detection and network optimization.
Principal Data Scientist
Make My Trip
Jul 2019 - Feb 2021 (1 year 7 months)
Enhanced and maintained a hotel recommendation system using NLP and MLOps techniques. Processed large datasets to improve user engagement and conversion rates through advanced recommendation algorithms.
Research and Development Engineer
Ipsoft
Feb 2017 - Dec 2018 (1 year 10 months)
Developed AI-driven modules to enhance conversational intelligence for chatbots. Focused on implementing advanced NLP techniques for improved query resolution and multilingual support.
Data Scientist
Snapdeal
Jul 2015 - Jun 2017 (1 year 11 months)
Worked on data-driven projects to enhance e-commerce solutions. Utilized machine learning techniques to analyze user data and improve product recommendations.
Software Developer
Finisar Corporation
Jul 2010 - Jul 2013 (3 years)
Developed software solutions for optical fiber communication systems. Focused on coding and implementation of algorithms to enhance system performance.
Education
Degrees, certifications, and relevant coursework
ISInstitute of Mathematical Sciences
Research Internship, Quantum Computation
2018 - 2019
Completed a research internship in Quantum Computation, focusing on the theoretical and practical aspects of quantum algorithms and their applications.
ISIndian Institute of Science
Master of Technology, Computational Science
2013 - 2015
Completed M.Tech. in Computational Science, focusing on advanced computational techniques and their applications in various scientific domains.
IRIndian Institute of Technology Roorkee
Bachelor of Technology, Electrical Engineering
2006 - 2010
Earned a B.Tech. in Electrical Engineering, covering fundamental and advanced topics in electrical systems and engineering principles.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Salary expectations
Job categories
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