Sumit Joshi
@sumitjoshi1
Data scientist with 10+ years in Telecom and IT.
What I'm looking for
With over a decade of experience in the Telecom and IT sectors, I am now transitioning into Data Science, where I can leverage my extensive background in problem-solving and data analysis. My journey has been marked by a commitment to optimizing processes and deriving actionable insights from large datasets. I have a strong foundation in Python, SQL, and machine learning, which I have applied in various projects to drive innovation and solve real-world problems.
Throughout my career, I have successfully led technical implementations and data-driven initiatives that have significantly improved service reliability and customer satisfaction. For instance, I developed a machine learning model for telecom customer churn prediction, achieving an impressive accuracy of 86%. My passion for data science is evident in my projects, including a medical chatbot and an AI interview assistant, both of which showcase my ability to integrate advanced technologies to enhance user experience.
Experience
Work history, roles, and key accomplishments
IT and TI Head – FTTH Project
O.tech Pvt. Ltd.
Feb 2021 - Jun 2024 (3 years 4 months)
Led technical implementation of FTTH services and optimized rollout through data analysis. Identified underserved areas via customer usage analysis, boosting service adoption by 20%.
IT and TI Head – Telecom Project
O.tech Pvt. Ltd.
Jul 2018 - Jan 2021 (2 years 6 months)
Directed large-scale telecom rollouts, enhancing service reliability by 15% through data-driven decisions. Reduced resolution time by 30% by automating operational reports with Python and SQL.
TI Coordinator
O.tech Pvt. Ltd.
Dec 2015 - Jun 2018 (2 years 6 months)
Oversaw telecom infrastructure deployment, using real-time dashboards for efficient rollout. Standardized field data validation, reducing inconsistencies by 25%.
Field Engineer
O.tech Pvt. Ltd.
Dec 2013 - Nov 2015 (1 year 11 months)
Conducted site surveys and collected performance metrics to support infrastructure planning. Identified recurring issues from downtime logs, leading to 20% improvement in uptime.
Education
Degrees, certifications, and relevant coursework
Tribhuvan University
Bachelor’s Degree, Electronics & Communication Engineering
Completed a Bachelor's Degree in Electronics & Communication Engineering. Gained foundational knowledge in electronic systems and communication principles.
Visual Path
Certificate, Data Science with Generative AI
Completed the Data Science with Generative AI course. Acquired skills in advanced data science techniques and generative AI applications.
CampusX
Certificate, Data Science
Participated in the Data Science Mentorship Program. Enhanced practical data science skills through mentorship and project-based learning.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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