Vinuta Kulkarni
@vinutakulkarni
I build Python and AI automation pipelines for engineering document analysis.
IndiaWhat I'm looking for
I'm building Python-based automation at Quest Global for document processing and engineering workflows. I develop AI/LLM pipelines that identify document components, extract structured information, and analyze aircraft concession documents.
Previously, I supported product design analysis at PRP Webs by studying end users, creating real-world test scenarios, and defining KPIs for workflow optimization. At Sony India Software Centre, I researched Federated Learning and optimized averaging algorithms for scalable, privacy-preserving data training.
My foundation spans digital electronics, embedded systems, machine learning, and IT operations from Tata Consultancy Services. I'm an M.Tech Digital Electronics Gold Medalist and a university rank holder in Electronics and Communication.
Experience
Work history, roles, and key accomplishments
Python Developer
Quest Global
Feb 2026 - Present (8 months)
Developed Python-based automation solutions for document processing and engineering workflows. Built AI/LLM-powered pipelines to extract structured information from documents and created automation tools for engineering calculations and quality checks.
Data Analyst Trainee
PRP Webs
Jun 2024 - Dec 2024 (6 months)
Conducted end-user analysis to identify usability gaps and enhance product functionality. Created test case scenarios and collaborated with the Data Analysis Team to define KPIs for workflow optimization.
Research Analyst Trainee
Sony India Software Centre Pvt. Ltd.
Jan 2020 - Jan 2021 (1 year)
Researched Federated Learning for privacy-preserving distributed data training models. Developed optimized Averaging Algorithms and integrated ML techniques within existing workflows under SARD.
Assisted in the Beam Suntory Project for system monitoring, data backup verification, and IT infrastructure stability. Conducted routine backup, restore testing, and documentation ensuring compliance with security standards.
Education
Degrees, certifications, and relevant coursework
KLE Technological University
M.Tech, Digital Electronics
2019 - 2021
Grade: 9.24
Activities and societies: Gold Medalist
Pursued M.Tech in Digital Electronics, achieving a GPA of 9.24 and receiving the Gold Medalist award.
BEC Bagalkot
B.E, Electronics and Communication
2014 - 2018
Grade: 9.34
Activities and societies: 2nd Rank in University
Completed B.E in Electronics and Communication, securing a GPA of 9.34 and ranking 2nd in the university.
Availability
Location
IndiaAuthorized to work in
Salary expectations
Social media
Job categories
Skills
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