Python Programming
Sri Vidya Kotamarti
Certified Data Scientist From IISc
Bengaluru
Summary
Certified Data enthusiast with over 10 years of experience in end-to-end Software Product Development with expertise in designing and development activities and insightful knowledge of the SDLC. Proficient and work-ready expertise in statistics, machine learning algorithms, Business Analytics, Deep learning, and python programming with working knowledge of SQL, Data Structures and UML Modeling.
Overview
10
10
years of professional experience
7
7
years of post-secondary education
2
2
Certifications
Work History
Data Science Trainee
Indian Institute of Science ( IISc )
Bengaluru
08.2021 - 10.2022
- Applied multiple Regression and Classification algorithms for solving real world problems ( including Linear Regression, SVM, Random Forests, Neural networks, XGBoost, etc) by understanding and analyzing statistical models behind standard ML models
- In depth understanding of relevant statistical measures such as confidence intervals, significance of error measurements, development and evaluation data sets, hypothesis testing, A/B testing, etc
- Implemented Computer Vision algorithms for Object detection, Segmentation for Image data using computer vision libraries (such as PyTorch, TensorFlow, Keras, scikit-learn, OpenCV, PIL, etc) and State of the art CNN models like Yolo, RCNN, etc
- Created data visualization graphics, translating complex data sets into comprehensive visual representations using matplotlib, seaborn, ggplot.
- Conceptualize, design, and build an efficient data pipeline that can train, test, and deploy for solving different real world problems
- Leveraged the knowledge in Computing for Artificial Intelligence (AI)/ Machine Learning (ML) by using parallel programming concepts.
Senior Software Development Engineer Test/ Tech Lead
Honeywell
12.2013 - 10.2016
- Steered rapid development in Python using mvc architecture
- Estimation, planning, Study, Analysis, Requirements collection, architecture, solution design, python coding, unit testing, bug fixing and integration
- Reduced process bottlenecks by training and coaching employees on practices, procedures and performance strategies.
- Accomplished multiple tasks within established timeframes.
Senior Engineer
Honeywell
11.2009 - 11.2013
- Worked at the partner location (Toronto) for the requirements, coding, and integration
- The key responsibilities include working on all the phases of SDLC from requirement collection to deployment
- Adhered to timelines to meet quality assurance targets.
- Trained and mentored competent and flexible workforce to meet project needs and promote positive work environment.
Engineer
Honeywell
07.2007 - 10.2009
- Developed positive working relationships with stakeholders to effectively coordinate work activities.
- Trained in Industry ready technical skills including Software Engineering, C, Embedded C, VC++, C#, ASP.net, ADO.net, MS SQL
Education
PG Level Advanced Certification Programme in Computational Data Science, Data Science -
Indian Institute of Science (IISc)
09.2021 - 10.2022
Master of Technology - MTech, VLSI
Jawaharlal Nehru Technological University
08.2017 - 10.2019
Bachelor of Engineering - BE - Electronics, and Instrumentation Engineering
Andhra University
06.2003 - 04.2007
Skills
Data Analysis
Software
Pandas, Numpy, scikit-learn, TensorFlow, Keras, Matplotlib, seaborn
C /C / C# programming
SQL
PySpark, MapReduce
Certification
Six Sigma Green Belt
Awards & Recognition
- Pratibha Award by Govt. of AP - 2019
- Individual Excellence Award by Honeywell - 2014
- Bravo Awards by Honeywell - 2009, 2010, 2011, 2014, 2015
- Team Excellence Awards by Honeywell - 2008, 2014
Timeline
PG Level Advanced Certification Programme in Computational Data Science, Data Science -
Indian Institute of Science (IISc)
09.2021 - 10.2022
Data Science Trainee
Indian Institute of Science ( IISc )
08.2021 - 10.2022
Master of Technology - MTech, VLSI
Jawaharlal Nehru Technological University
08.2017 - 10.2019
Senior Software Development Engineer Test/ Tech Lead
Honeywell
12.2013 - 10.2016
Senior Engineer
Honeywell
11.2009 - 11.2013
Engineer
Honeywell
07.2007 - 10.2009
Bachelor of Engineering - BE - Electronics, and Instrumentation Engineering
Andhra University
06.2003 - 04.2007
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