Kevin Kavalakkat
Summary
Innovative and results-driven Software Engineer with over 3 years of experience in developing and automating advanced systems using Python , SQL and C/C++. Seeking roles in software engineering, data analysis, or data engineering with a focus on Python and SQL.
Overview
4
4
years of professional experience
1
1
Certification
Work History
SOFTWARE DEVELOPER - Working Student
INFINEON
02.2023 - 09.2023
- Enhanced system integration and automation processes using Python and Object-Oriented Programming
- Performed data analysis and modeling using Python libraries
- Developed Python applications for safety-relevant work products related to ISO26262 and Cyber security modules
- Designed and implemented automation scripts that reduced manual effort by 40%
- Contributed to the development of a predictive maintenance system using machine learning algorithms.
SENSOR FUSION DEVELOPER - Working Student
QUALCOMM
11.2021 - 12.2022
- Enhanced system integration and automation processes using Python and Object-Oriented Programming
- Performed data analysis and modeling using Python libraries
- Developed Python applications for safety-relevant work products related to ISO26262 and Cyber security modules
- Designed and implemented automation scripts that reduced manual effort by 40%
- Contributed to the development of a predictive maintenance system using machine learning algorithms.
ADAS RESEARCH ASSISTANT
IFM ADRIVE LIVING LAB
01.2020 - 01.2021
- Enhanced system integration and automation processes using Python and Object-Oriented Programming
- Performed data analysis and modeling using Python libraries
- Developed Python applications for safety-relevant work products related to ISO26262 and Cyber security modules
- Designed and implemented automation scripts that reduced manual effort by 40%
- Contributed to the development of a predictive maintenance system using machine learning algorithms.
Education
Master's degree in Electrical & Information technology -
Deggendorf
01.2024
Bachelor's degree in Electrical and Electronics Engineering -
India
01.2017
Skills
- Programming Languages: Python, SQL, C/C
- Data Analysis: Python libraries (pandas, NumPy, matplotlib, seaborn, SciPy), Power BI, Tableau
- Data Engineering: AWS, Databricks, Azure, GCP, ETL processes, data warehousing
- Database Management: MySQL
- Big Data Technologies: Hadoop, Spark
- Simulation Tools: IPG CarMaker
- Software Tools: Git, Jenkins, Jira, UML, Microsoft Power Apps
- Automation Tools: Exposure to ECU Test
- Machine Learning: Scikit-learn, TensorFlow, Keras, PyTorch
- Soft Skills: Strong organizational and communication skills, project management, systematic and well-structured working approach
Certification
Certified Data Scientist with Python (DataCamp)
Languages
English
Fluent
German
Intermediate (B1 Level, currently improving)
Projects
- GenAI : LLM Based Applicant Tracking System
Developed using Google Gemini for data summarization, translation, PII redaction, and classification.
Improved recruitment efficiency by 25% through automated data processing.
- Deep Learning :Thesis Project: A Multi-Operator Bandwidth Reservation for Time-Critical Vehicular Applications.
Developed a system using Python for efficient network resource allocation.
Utilized libraries for time series data analysis, deep learning (LSTM, Transformers), machine learning, and data visualization.
Achieved a 15% increase in network resource utilization efficiency.
- E-Commerce Data Analysis Project
Conducted comprehensive data analysis for an e-commerce company using Python and SQL.
Provided actionable insights that led to a 10% increase in sales.
Automated reporting processes, reducing the time spent on data extraction by 50%.
- Customer Churn Prediction Model
Developed a machine learning model to predict customer churn using Python and SQL.
Improved prediction accuracy by 20% using advanced feature engineering techniques.
Timeline
SOFTWARE DEVELOPER - Working Student
INFINEON
02.2023 - 09.2023
SENSOR FUSION DEVELOPER - Working Student
QUALCOMM
11.2021 - 12.2022
ADAS RESEARCH ASSISTANT
IFM ADRIVE LIVING LAB
01.2020 - 01.2021
Master's degree in Electrical & Information technology -
Deggendorf
Bachelor's degree in Electrical and Electronics Engineering -
India
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