Jay Mehta
Data Scientist
Summary
Deeply committed to crafting innovative, user-friendly solutions that drive business advancement. Currently striving to gain further expertise in programming- including machine learning, deep learning, and generative AI.
Overview
8
8
years of professional experience
6
6
years of post-secondary education
Work History
Student Data Scientist
BASF
12.2022 - Current
- Specialized in utilizing machine learning algorithms, with a focus on time-series analysis, to ensure accurate and reliable sales predictions
- Created user-friendly applications integrating machine learning and LLM models, facilitating access to actionable insights for stakeholders
- Demonstrated proficiency in statistical modelling and programming to transform raw data into valuable business intelligence
- Drove continuous innovation in data science, actively seeking and implementing novel solutions to enhance efficiency and decision-making processes
- Developed and implemented Python-based AI framework for chatbots, leveraging tabular data and text inputs to enhance developer productivity and streamline interactions with users
- Conducted extensive research and experimentation with various machine learning models, refining AI interactions through innovative prompt engineering techniques, ensuring continuous improvement in user engagement and satisfaction
- Collaborated effectively in team environments, contributing to cloud development projects and understanding CI/CD pipelines
- Utilized container technologies like Docker to enhance software deployment and scalability
- Demonstrated curiosity and eagerness to learn, staying updated with the latest technological advancements.
HVAC Estimation Engineering
Albert Weiss Technical Services
12.2018 - 02.2019
- Ensured the continuation and enhancement of service to New York's contractors by preparing accurate take-offs, quotes, and submittals for diffusers, VAVs, grilles, sound-dampening materials, fan powered boxes, electric heaters, and Fire Dampers
- Carried out value engineering studies based on client budget constraints for specific projects
- Reviewed for the correctness and approved contract documents including HVAC flow diagrams, issued for construction drawings, material data submittals, contractor method statements, and procedures
- Verified all materials submitted for purchase by contractors complied with client specification requirements and were cost-effective.
Electrical Supervisor
L.B.Enterprise
07.2016 - 12.2017
- Conducting electrical audits by supervising, handling, and recording electrical data
- Performing task to solve problems for power consumption optimization
- Implementing energy-efficient solutions to save clients' utility costs
- Ensured relevant procedures and policies are in place and followed across the organization.
Education
Master of Science - Electrical System Engineering
Universität Paderborn
Paderborn 04.2019 - Current
Bachelor of Engineering - Electrical Engineering
Gujarat Technological University
01.2012 - 04.2016
Skills
Scikit-learn
Personal Information
- Hobbies: Swimming, Reading, Badminton
- Date of Birth: 04/22/1995
Projects
Energiesystemtechnik Projeckt
- Analyzed data with SQL and did Programming in Python to classify Dortmund’s districts based on heat consumption.
- Implemented QGIS API for better analysis and visualisation of shape files.
- Carried out GIS analysis and created map.
Energy supply structure of the future
- Researched and analyzed various Machine-Learning algorithms for reliable weather prediction and backfilling missing weather-data.
- Coded in Python to use facebook prophet library to predict missing weather data with high accuracy.
- Verified that Linear Interpolation and Mean substitution are not appropriate methods due to lower accuracy.
Rescue Robots / Disaster Response Robots
- Responsible for Color Detection part in GETBOT using Computer Vision library.
- A color detecting algorithm has been developed to detect multiple colours under various conditions.
Multi-level substation monitoring and protection system using GSM.
- Implemented A monitoring system for Transformers to detect all parameters in Real-time and send them to a monitoring center.
- Programmed in Arduino (AT89S52) to run this model.
- Created a miniature model of a sub-station to present and perform all the tests.
Languages
English
Advanced (C1)
German
Elementary (A2)
Timeline
Student Data Scientist
BASF
12.2022 - Current
Master of Science - Electrical System Engineering
Universität Paderborn
04.2019 - Current
HVAC Estimation Engineering
Albert Weiss Technical Services
12.2018 - 02.2019
Electrical Supervisor
L.B.Enterprise
07.2016 - 12.2017
Bachelor of Engineering - Electrical Engineering
Gujarat Technological University
01.2012 - 04.2016
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