Summary
Overview
Work History
Education
Skills
Websites
Technical Expertise
Certification
Timeline
Generic

Saurabh Pende

Pune

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

4
4
years of professional experience
1
1
Certification

Work History

Data Scientist

Infosys Ltd.
12.2019 - 02.2024
  • Enhanced data-driven decision making by implementing machine learning models and algorithms.
  • Optimized business processes for increased efficiency through detailed data analysis and visualization tools.
  • Utilized Python and 'scikit-learn' for model implementation,resulting in quantifiable outcome.
  • Cleaned transformed, and analyzed large datasets to uncover hidden trends and patterns for actionable insights.
  • Implemented advanced statistical techniques for accurate predictive modeling and forecasting of business metrics.
  • Modeled predictions with feature selection algorithms.
  • Conducted thorough exploratory data analysis to identify essential variables for building robust models.
  • Actively contributed to team discussions and continuously updated knowledge in data science and machine learning

Data Science Intern

Learnbay
10.2019 - 11.2019
  • Conducted hands-on exploration and analysis of diverse datasets,gaining practical experience in applying machine learning algorithm and statistical methods.
  • Utilized Python and 'scikit-learn' for model implementation,resulting in quantifiable outcome.
  • Collaborated with cross-functional teams for better understanding of business requirements and objectives.
  • Created insightful visualizations using Tableau and PowerBI to facilitate effective communications of findings.
  • Enhanced data processing efficiency by automating data collection and preprocessing tasks.
  • Optimized machine learning models for improved prediction accuracy and performance.
  • Actively contributed to team discussions and continuosly updated knowledge in data science and machine learning.
  • Implemented data visualization techniques to effectively communicate insights to stakeholders.

Education

Bachelor of Engineering - Computer Engineering

AISSMS IOIT
Pune, India
05.2019

HSC(12th) -

Maulana Azad College of Arts And Science.
Aurangabad, India
06.2015

Skills

  • Programming Languages: Python (NumPy, Pandas, Scikit-learn), R, SQL
  • Machine Learning: Regression, Classification, Clustering
  • Deep Learning : Neural Networks,RNN,NLP,CNN,Sentiment Analysis
  • Data Visualization: Matplotlib, Seaborn, Plotly,PowerBI
  • Statistical Analysis: Hypothesis Testing, ANOVA, Time Series Analysis
  • Tools: Jupyter Notebook, Jupyter Lab,VS code,Git, Github,TensorFlow, Keras
  • Optimization Techniques
  • Problem-Solving

Technical Expertise

Machine Learning:

  • Classification Algorithm (Logistic Regression, KNN, Decision Tree, Random Forest, SVM,Bagging,Boosting)
  • Regression Algorithm (Linear Regression, Decision Tree, Random Forest, SVR)
  • Clustering Algorithm (K-Means, Hierarchical clustering)
  • Dimensionality Reduction (PCA, LDA)
  • Natural Language Processing & Sentiment Analysis


Deep Learning: 

  • Artificial (ANN), Convolutional (CNN) & Recurrent Neural Network
  • Natural Language Processing & Sentiment Analysis


Artificial Intelligence:

  • Transformers,Hugging Face.


Computer Vision:
Object Detection using YOLO.

Generative Adversarial Network (GAN)


Certification

  • Intermediate Machine Learning in Python Course - Dataquest.io.
  • Introduction to Data Analysis in R Course -Dataquest.io.
  • Linear Regression Modeling in Python Course -Dataquest.io.
  • Querying SQLite from Python Course -Dataquest.io.
  • Calculus For Machine Learning Course -Dataquest.io.
  • Introduction to Machine Learning in Python Course -Dataquest.io.
  • Data Cleaning in Python: Advanced Course -Dataquest.io.
  • Python for Data Science: Fundamentals Part I Course -Dataquest.io.

Timeline

Data Scientist

Infosys Ltd.
12.2019 - 02.2024

Data Science Intern

Learnbay
10.2019 - 11.2019

Bachelor of Engineering - Computer Engineering

AISSMS IOIT

HSC(12th) -

Maulana Azad College of Arts And Science.

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Saurabh Pende