Rochitansh Singh
Bengaluru
Summary
Results-driven professional with a keen ability to comprehend and implement business requirements. Skilled in recognizing patterns, analyzing data, and producing valuable reports. Proficient in the preparation and management of databases and system structures. Enhances operational efficiency by optimizing processes and aligning strategic plans with operational demands.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Data Scientist Manager
Axis Bank Ltd
Bengaluru, India
07.2022 - Current
- Implemented Extreme Gradient Boosting Technique and Random Forest algorithms to optimize the GINI SCORE of the Champion Model. Conducted extraction and evaluation of a substantial dataset comprising 20 million data points for the Business Lending Individual Scorecard (Credit Scorecard).
- Utilized advanced querying, visualization, and analytics tools to comprehensively analyze and process intricate data sets.
- Established a SQL database on cloud servers to effectively store client data for efficient query analysis.
- Conducted in-depth analysis of large datasets to identify noteworthy trends and patterns in customer behaviors.
- Compiled, cleaned, and manipulated data to ensure accurate and appropriate handling.
- Developed predictive models using feature selection algorithms.
- Utilized various tools, including Python, SAS, SQL, Big Data Lake, Hue (HiveQL), Jupyter Hub, Pyspark, and MS Excel.
Earth Observation Analyst Intern
Cropin Technology Solutions Pvt Ltd
Bengaluru, India
10.2021 - 05.2022
- Applied CCDC algorithm to remote sensing data to monitor land cover changes and classify potato crop varieties based on NDVI values over a 30-year period.
- Achieved an accuracy rate of 31.3% in land cover classification, significantly outperforming the random prediction benchmark of 10%.
- Conducted thorough data analysis and interpretation to provide insights into land use patterns and crop distribution.
- Collaborated with multidisciplinary teams to develop innovative solutions and enhance the accuracy of land cover assessments.
- Documented methodologies, findings, and recommendations for internal and external stakeholders.
- Stayed updated with the latest remote sensing technologies and research to optimize analysis techniques.
Data Analyst Intern
The Sparks Foundation
Chennai, India
01.2021 - 02.2021
- Conducted Exploratory Data Analysis (EDA) to gain insights into the data.
- Performed feature selection to identify relevant variables for modeling.
- Utilized logistic regression and linear regression algorithms for predictive analysis.
- Evaluated model performance by calculating accuracy metrics and generating confusion matrices.
Education
Master of Technology - Industrial Mathematics and Scientific Computing
Indian Institute Of Technology, Madras
Chennai2022
Bachelor of Technology - Mechanical Engineering
Bundelkhand Institute of Engineering & Technology
Jhansi2017
Intermediate - Science
Kendriya Vidyalaya
Kanpur2013
Matriculation - Science
Kendriya Vidyalaya
Kanpur2011
Skills
- Maths expertise
- Data visualization
- Business requirements gathering
- Data insight presentation
- Data Analytics
- Machine Learning
- Python
- SQL
- Predictive Modeling
- Big Data Technologies (Hadoop, Spark)
- Feature Engineering
- Time Series Analysis
- Data Cleaning and Preprocessing
- Data Mining
- Problem Solving
- Critical Thinking
- Communication Skills
Certification
- Completed Course on SQL and Relational Database Management by Big Data University
- Completed Python for beginner’s course on UDEMY.
- Completed Machine Learning with Python powered by IBM cognitive class Completed Data Analytics virtual experience program powered by QUANTIUM
- Completed Course on Deep learning with Tensor-flow by IBM
- Certified for completion of the course on BIG-DATA powered by IBM DEVELOPER SKILLS NETWORK
- C++ foundation with Data Structures by CODING NINJAS
- Internship completion certificate by CROPIN TECHNOLOGY SOLUTIONS.
Timeline
Data Scientist Manager
Axis Bank Ltd
07.2022 - Current
Earth Observation Analyst Intern
Cropin Technology Solutions Pvt Ltd
10.2021 - 05.2022
Data Analyst Intern
The Sparks Foundation
01.2021 - 02.2021
Master of Technology - Industrial Mathematics and Scientific Computing
Indian Institute Of Technology, Madras
Bachelor of Technology - Mechanical Engineering
Bundelkhand Institute of Engineering & Technology
Intermediate - Science
Kendriya Vidyalaya
Matriculation - Science
Kendriya Vidyalaya
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