Ramvinojen Narayana Perumal
Function Implementation Engineer at Volkswagen NFz
About
Ramvinojen Narayana Perumal is an experienced software developer with a demonstrated skillset in machine learning, deep learning, data analysis, and the automotive industry. He is currently working as a Software Algorithm Development Engineer at Munich Electrification. Ramvinojen has collaborated with a multi-disciplinary team to provide machine learning solutions and experiment designs. He is proficient in programming languages such as Python, MATLAB, C++, and embedded C. Ramvinojen has expertise in version control using Git - Github, Gitlabs, and Bitbucket. He is also skilled in data analysis and visualization using Tableau, PowerBI, Python-matplotlib, Seaborn, Excel, and MATLAB. Additionally, he has experience working with packages/frameworks such as NLTK, Scikit-learn, NLP, Pandas, NumPy, and SciPy. Ramvinojen has also worked on web development using the Angular framework and has experience with cloud platforms such as Azure and AWS (basic). He has experience working with containers using Docker and has worked on the mobile platform using Firebase (basic). Ramvinojen has worked with databases and data warehouses such as SQL and Azure Cosmos DB (basic). In his previous role as a Machine Learning and Electronics Engineer at Breaz, Ramvinojen researched and designed machine learning models, collaborated with domain experts and hospitals to simulate and process data, and explored alternative solutions. He also collaborated to design new sensor design and embedded systems. Additionally, he developed measurement algorithms using Python on Raspberry Pi multi-sensor systems along with an LCD interface. Ramvinojen is an alumnus of the University of Stuttgart, where he completed his Master's degree in Information Technology in 2020. He also holds a Bachelor of Engineering degree in Instrumentation and Control Systems from PSG College of Technology and completed his Higher Secondary education in Mathematics and Computer Science from S.L.B Govt Hr Sec School, Nagercoil. Overall, Ramvinojen has 5.21 years of relevant experience and has expertise in ML, software engineering, Python, SQL, AWS, Azure, web development, Seaborn, deep learning, NLP, Scikit, Docker, Pandas, mobile, Keras, and AngularJS.
Education
• university of stuttgart
• psg college of technology
• s.l.b govt hr sec school nagercoil
Companies
• volkswagen commercial vehicles
• munich electrification
• breaz
• vision health pioneers incubator
• compredict gmbh
• university of stuttgart
• bosch
• daimler ag
• mercedes benz
Experience
5.5 Years
Experience
Function Implementation Engineer- Lighting and comfort function
volkswagen commercial vehicles | Wolfsburg, Lower Saxony, Germany
2023 - Present
Software algorithm development engineer
munich electrification | Greater Munich Metropolitan Area
2021 - 2022
Master Thesis : Deep Learning based reconstruction of B0 corrupt NMR Spectra (1.0)
university of stuttgart | Stuttgart Area, Germany
2019 - 2020
Project : Prediction of visual search target using Neural Networks
university of stuttgart | Stuttgart Area, Germany
2018 - 2019
Skills
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Algorithms
Apache Spark ML
Artificial Intelligence (AI)
Automotive
C
C++
Cloud Computing
Cloud Development
Collaboration
Convolutional Neural Networks (CNN)
CouchDB
Data Analysis
Data Analytics
Data Science
Data Visualization
Database Development
Deep Learning
Design
Docker Products
Electronics
Embedded Software
Embedded Systems
Engineering
English
Functional Testing
Git
GitHub
JSON
Keras
LabVIEW
Machine Learning
Machine Learning (ML)
Matlab
Microcontrollers
Microsoft Excel
Microsoft Office
Microsoft Word
MongoDB
MySQL
NoSQL
Object-Oriented Programming (OOP)
PowerPoint
Programming
Project Management
Python
Python (Programming Language)
Raspberry Pi
Relational Databases
scipy
Simulations
Simulink
soc
SQL
SQLite
Supervised Learning
System Design
Systems Engineering
Tableau
Teamwork
test
Testing
testing
Visual Basic for Applications (VBA)
Contact Details
Email (Verified)
nraXXXXXXXXXXXXXXXXomMobile Number
890XXXXX05Education
university of stuttgart
Master's degree
2017 - 2020
psg college of technology
Bachelor of Engineering (B.E.)
2010 - 2014
s.l.b govt hr sec school nagercoil
Higher secondary
2008 - 2010
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