Detail-oriented data professional with expertise in AI, data analysis, and ML/DL model development. Seeking a challenging role in data science and analytics to leverage skills in delivering high-quality results and contributing to organizational success.
Hi, I’m
Rakshanda Mahajan
Kolhapur
Summary
Overview
3
years of professional experience
1
Certification
Work History
Capgemini
Associate Data Scientist
09.2021 - Current
Job overview
- Implemented machine learning methodologies to construct predictive models across varied datasets, resulting in a 25% improvement in model accuracy.
- Conducted exploratory data analysis (EDA) to unveil significant insights and patterns, contributing to a 30% enhancement in data understanding.
- Employed decision tree algorithms to facilitate the implementation of prediction models, reducing prediction errors by 20% compared to alternative algorithms.
- Collaborated with cross-functional teams to identify key data insights and optimize processes.
- Created dashboards to monitor key performance indicators related to customer acquisition, retention, and engagement.
INeuron Intelligence Pvt Ltd
Data Science Intern
01.2021 - 07.2021
Job overview
- Developed an end-to-end pipeline for Real Estate Price Prediction, integrating diverse regression algorithms to ensure precise forecasts.
- Conducted thorough Exploratory Data Analysis , identifying key patterns and insights crucial for model refinement and accuracy enhancement.
- Directed deployment on Heroku, ensuring user-friendly access and efficient utilization of the prediction application.
Education
KIT's College Of Engineering Kolhapur
BE from Electronics Technology, India
11.2020
University Overview
Skills
- Programming Languages (Python, SQL)
- Analytical Tools (Power BI, Excel)
- Predictive analysis ,Machine Learning, statistical modelling, python Scripting and automation (statistical modelling, data gathering, EDA)
- Tool Libraries (Pandas, Numpy, Seaborn, Matplotlib, Sci-kit learn, Tensorflow, Pytorch, Keras, Flask)
- Tech Stack (Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Transformers,LLM)
- Soft Skills (Problem Solving, Project Management)
Projects
Projects
Wafer Fault Detection
- Achieved a notable 25% improvement in accuracy through the developed methodology.
- Enhanced overall query performance by 20% via a 30% increase in database efficiency.
- Realized a 15% accuracy boost with strategic feature engineering on a 589-column dataset and simultaneously reduced false positives by 25%. • Successfully streamlined deployment processes, resulting in a 30% cut in infrastructure costs and a 20% decrease in deployment time using Docker and Github actions.
- https://github.com/Rakshanda26/Sensor_fault_detection
Health Insurance Cross Sell Prediction
- Developed a binary classification machine learning model in Python to predict customer interest in vehicle insurance, achieving an accuracy score of 90%.
- Revamped the user interface of a Streamlit-based web application to enhance user satisfaction, incorporating interactive components and visual representations.
- https://github.com/Rakshanda26/Health-Insurance-Cross-Sell-Prediction
Certification
Masters in Full Stack Data Science
Timeline
Associate Data Scientist
Capgemini
09.2021 - Current
Data Science Intern
INeuron Intelligence Pvt Ltd
01.2021 - 07.2021
KIT's College Of Engineering
BE from Electronics Technology, India
Similar Profiles
Mohammed Rabic RiyazudeenMohammed Rabic Riyazudeen
Senior Applications Consultant at CapgeminiSenior Applications Consultant at Capgemini
V S S R K RAJU KATARIV S S R K RAJU KATARI
Senior Analyst at CapgeminiSenior Analyst at Capgemini
Shivansh GuptaShivansh Gupta
.Net Full Stack Developer at Capgemini.Net Full Stack Developer at Capgemini
Thierry MaurelThierry Maurel
Engagement Manager at CAPGEMINIEngagement Manager at CAPGEMINI
SHARAD KALGONDA PATILSHARAD KALGONDA PATIL
Area Manager at GUFIC BIOSCIENCES Ltd, PharmaceuticalsArea Manager at GUFIC BIOSCIENCES Ltd, Pharmaceuticals