MANASA REDDY Bandari
Python Developer
Stockholm
Summary
With 2+ years of experience, I excel in data analytics, advanced tools, databases, Python, and data warehousing. I thrive in cross-functional teams, driving data-driven decisions and optimizing infrastructure. Seeking roles in Data Analysis, BI, Data Engineering, and Data Science to deliver insights, engineer pipelines, and fuel innovations.
Overview
4
4
years of professional experience
Work History
Python Developer
Ericsson AB
06.2022 - Current
- Automated Data Validation for Hardware Release: Developed a Python tool that integrates with Jira, automating the validation process for test equipment and reducing manual efforts.
- Lab Connectivity Tester (LCT): Created an automated LCT tool with Python and a SQLite database, eliminating manual testing and ensuring efficient connectivity monitoring.
- Global Deployment: Hosted the LCT on Linux E2C servers using Flask, complying with ITSA security guidelines, and making it accessible globally in Ericsson labs.
- Data Extraction and Analysis: Extracted key information from RF threshold logs and generated Kibana dashboards to identify trends, reducing downtime and improving efficiency.
- Strong Foundation in Data Analysis: Gained expertise in data analysis, data processing, and automation in the telecom industry.
A Sensor Data-Driven Individual-Based Model of Cattle Activity Recognition: An Experiment for Identifying Immobile States - Master Thesis
Future IoT
01.2022 - 06.2022
- Cattle Activity Recognition Model: Developed an Individual-Based Model for cattle activity recognition using sensor data.
- Problem Definition: Defined the problem statement, gathered project requirements, and generated hypotheses for model improvement.
- Data Collection and Analysis: Collected real-time data using sensors and leveraged Big Query, Cloud Dataflow, and Google Data Studio for exploratory analysis and feature engineering.
- Machine Learning: Utilized ensemble methods (RF/GBM/XG Boost) for model training with the H2O package in Python.
- Model Deployment: Collaborated with the engineering team to prepare the model for production deployment in PMML format.
Data Analytics Supply Chain Management
Siemens Energy
04.2021 - 12.2021
- Support on process and performance data management and analytics
- Development of dashboards based on requirements from business partners from SQM as well as maintenance of existing dashboards
- Creation and maintenance of documentation of existing dashboards
- Support team with data analysis to identify focus activities with regards to data transparency and process adherence
- Automating reports which are refreshed on daily or monthly basis using QlikSense.
BI Developer
Siemens AG
02.2020 - 03.2021
- Achieved 90% productivity improvements by successfully converting the VBA Excel macro's into Qlik Sense analytical platform
- Implemented Various Business logics in an Existing Qlik Sense Application which increased transparency, reduce time spent for manual report creations and enabled knowledge sharing across organizational boundaries
- Worked with data modeling and data manipulation to optimize reporting, Performed ETL operations and analysis with Python libraries in KNIME analytical platform
- Managing Ad Hoc requests by working with cross functions teams for catering the needs as per the requirements.
Education
Master's Program in International Software System Sciences -
UNIVERSITY OF BAMBERG
06.2022
Bachelor of Technology in Computer Science Engineering -
JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY
12.2017
Skills
- Programming Languages: Python, R
- Data Visualization Tools: Power BI, Tableau, Qlik Sense, ELK Stack, Data Studio
- Database Management: SQL, PostgreSQL, MySQL, SQLite, Big Query
- Machine Learning Frameworks: Scikit-Learn, TensorFlow, PyTorch
- Data Manipulation: NumPy, Pandas
- IDE: Visual Studio Code, PyCharm, Jupyter
- Other: Git
- Soft Skills: Problem-Solving, Communication, Customer Relationship Management,
Languages
English
Proficient
C2
German
Intermediate
B1
Telugu
Proficient
C2
Hindi
Advanced
C1
Trainings Courses
- Data Analytics consulting Virtual Internship KPMG - Forage - 06/01/21
- Python for everybody - Coursera - 01/01/21
Timeline
Python Developer
Ericsson AB
06.2022 - Current
A Sensor Data-Driven Individual-Based Model of Cattle Activity Recognition: An Experiment for Identifying Immobile States - Master Thesis
Future IoT
01.2022 - 06.2022
Data Analytics Supply Chain Management
Siemens Energy
04.2021 - 12.2021
BI Developer
Siemens AG
02.2020 - 03.2021
Master's Program in International Software System Sciences -
UNIVERSITY OF BAMBERG
Bachelor of Technology in Computer Science Engineering -
JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY
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