Praveen Mohan
Data Science Research Associate
Bengaluru
Summary
Meticulous Data Scientist accomplished in compiling, transforming and analyzing complex information through software. Expert in machine learning and large dataset management. Demonstrated success in identifying relationships and building solutions to business problems.
Overview
1
1
year of professional experience
6
6
years of post-secondary education
14
14
Certifications
5
5
Languages
Work History
Data Science Research Associate
Geeklurn AI Software Solutions Pvt. Ltd.
Bengaluru
01.2022 - Current
- Well versed in creating Machine Learning models ; whether classification , regression or association. The steps which I've worked on for creating these models were: Data cleaning ( missing value treatment, outlier treatment, smoothing noisy data, resolve inconsistencies), Data Integration, Data Transformation ( normalization / standardization / aggregation), Data Reduction (feature selection / extraction), Data Preprocessing , Exploratory Data Analysis (EDA), Model Building and Model Evaluation.
- Analyzed problems and worked with teams to develop solutions.
- Assisted with projects by applying strong analytical skills and studies.
- Developed polished visualizations to share results of data analyses.
- Presented findings orally and in writing with advanced mathematical models.
- Tested and validated models for accuracy of predictions in outcomes of interest.
- Ran statistical analyses within software to process large datasets.
- Applied loss functions and variance explanation techniques to compare performance metrics.
- Modeled predictions with feature selection algorithms.
Education
Data Science Architect Programme - Data Science
Geeklurn AI
Bengaluru 01.2022 - Current
Skill Diploma In Digital Marketing - Digital Marketing
Digital Academy 360
Bengaluru 08.2020 - 01.2021
PGDEM - Export Management
Cochin University of Science And TechnologyE
Ernakulam 06.1997 - 06.1999
Bachelor of Science - Physics, Mathematics And Statistics
Mahatma Gandhi University
Kottayam 06.1994 - 06.1997
Skills
Flexible and Adaptable
Certification
Statistics 101 - IBM
Projects
1. Cow Activity Prediction
-
Objective : Classify Cow’s activities into 9 categories based on Data collected from IMU SENSORS
Methodology : Undertook all steps involved in data cleaning, preprocess, EDA and model building. Used Support Vector Machines , Logistic Regression, Decision Tree , Random Forest,K-Nearest Neighbors algorithms to build predictive model for this multi-class classification problem.
https://github.com/datapraveen/Batch-19-project-submission.git
2. Telecom Churn Prediction
Objective : Develop a churn prediction model in telecom to predict customers who are most likely subject to churn.
Methodology : Undertook all steps involved in data cleaning, preprocess, EDA and model building. Used Support Vector Machines , Linear Regression, Decision Tree , Random Forest,K-Nearest Neighbors algorithms to build predictive model for this classification problem.
https://github.com/datapraveen/Batch-19-project-submission.git
Timeline
Statistics 101 - IBM
10-2022
Data Science 101 - IBM
10-2022
Data Analysis with Python - IBM
10-2022
Data Science Methodology - IBM
10-2022
Data Science Tools - IBM
10-2022
Data Visualization with Python - IBM
10-2022
Machine Learning with Python - IBM
10-2022
Predictive Modeling Fundamentals 1 - IBM
10-2022
Data Science Research Associate
Geeklurn AI Software Solutions Pvt. Ltd.
01.2022 - Current
Data Science Architect Programme - Data Science
Geeklurn AI
01.2022 - Current
Skill Diploma in Digital Marketing – Digital Academy 360
01-2021
Google Ads Certificates - Search, Display, Video, Shopping, App, Measurement
01-2021
Microsoft Bing Ads Certification - Microsoft Advertising Certified Professional
01-2021
SEMrush - Content Marketing and SEO Fundamentals, SEO Tool Kit
01-2021
Linkedin Skill Assessment – SEO, Google Ads
01-2021
Hub Spot – Content Marketing, Email Marketing
01-2021
Skill Diploma In Digital Marketing - Digital Marketing
Digital Academy 360
08.2020 - 01.2021
PGDEM - Export Management
Cochin University of Science And TechnologyE
06.1997 - 06.1999
Bachelor of Science - Physics, Mathematics And Statistics
Mahatma Gandhi University
06.1994 - 06.1997
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