Vaibhav Srivastava
Tanda
Summary
At Toyota Connected India Pvt. Ltd., I leveraged PySpark and AWS to analyze big data, enhancing vehicle health insights. My expertise in machine learning and data engineering streamlined operations and improved customer support. Known for exceptional problem-solving and communication, I have contributed to predictive analytics and cloud infrastructure management, showcasing a blend of technical prowess and stakeholder engagement.
Overview
2
2
years of professional experience
Work History
Data Engineer
Toyota Connected India Pvt. Ltd.
07.2022 - Current
Project :- Vehicle Health
Big Data Analysis and Reporting:
- Analyzed large datasets stored in AWS S3 buckets using PySpark on AWS EMR, generating insights for the management team.
Machine Learning Model Development
- Extracted and integrated data from multiple sources to create comprehensive datasets, enabling the training and fine-tuning of machine learning models for predicting vehicle battery degradation for multiple models.
Project:- Operations
AWS Resource Management
- Developed and managed AWS infrastructure components using Terraform, including DAGs and Lambda functions, to streamline cloud operations.
Troubleshooting & Incident Management
- Resolved interruptions in Toyota's operational services on AWS by identifying root causes and providing critical troubleshooting support.
API Development
- Enhanced internal tools to streamline workflows and improve efficiency through API development.
Customer Support
- Utilized SQL queries to extract and analyze vehicle data for troubleshooting product-related problems.
Education
Post Graduate in AI And ML(REMOTE) - Artificial Intelligence And Machine Learning
The University of Texas
02-2025
Bachelor of Technology - ECE(specialisation in IOT And Sensors)
Vellore Institute of Technology
Vellore Tamil Nadu04-2022
Senior Secondary School -
Jingle Bell Academy
Ayodhya, India04-2017
Higher Secondary School -
Radiant Central Children Academy
Jalalpur, India04-2015
Skills
Data Engineering & Processing: Pyspark
Machine Learning : Supervised Learning , Unsupervised Learning , Clustering, Dimensionality Reduction
Deep Learning: Convolutional Neural Networks (CNNs), Transfer Learning
Computer Vision: Image Classification, Object Detection, Image Segmentation using TensorFlow, Keras, OpenCV
Natural Language Processing Sentiment Analysis, Text Classification
Cloud Services: AWS
Programming: Python, SQL
Problem-Solving: Data Analysis, Cloud Infrastructure Issues, Customer Issue Resolution
Communication & Reporting: Sharing Insights, Stakeholder Interaction, Presenting Data to Management
Additional Information
Personal Projects
- Face Detection
- Sentiment Analysis
Languages
English
Bilingual or Proficient (C2)
Hindi
Bilingual or Proficient (C2)
Timeline
Data Engineer
Toyota Connected India Pvt. Ltd.
07.2022 - Current
Post Graduate in AI And ML(REMOTE) - Artificial Intelligence And Machine Learning
The University of Texas
Bachelor of Technology - ECE(specialisation in IOT And Sensors)
Vellore Institute of Technology
Senior Secondary School -
Jingle Bell Academy
Higher Secondary School -
Radiant Central Children Academy
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