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Mahesh Mane

Mahesh Mane

Pune

Overview

6
6

Months of professional experience

3
3
Certificate

Work History

Intern

Theforage.com
09.2023 - 10.2023

Over the period of September 2023 to October 2023

  • I have completed practical tasks in: Business Understanding & Hypothesis Framing Exploratory Data Analysis Feature Engineering & Modelling Findings & Recommendations

- Analyzed SME customer data from January 2016, predicting churn by March 2016.
- Utilized descriptive statistics and visualization to extract insights.

- Analyzed SME customer data, revealing a 9.7% churn rate among 14,606 customers.
- Developed predictive model (Random Forest) for churn identification.
- Implemented a targeted 20% discount strategy for high-value, high-churn probability customers, enhancing retention.


Intern

Infinite Graphix Technologies
01.2022 - 08.2022

Technologies: Angular13,Javascript,Express,MongoDb, Node.js , Bootstrap and HTML.

Work: Developed efficient and maintainable Single Page Web Applications according to business objectives and needs of clients

Project 1: Personal Website or Portfolio

Project Description: Developed responsive personal portfolio using Angular 13, To showcasing skills, projects, and resume. Utilized Angular's features for dynamic content presentation and interactive user experience.

Project 2: Blog Platform presentation and interactive user experience.

Project Description: Created dynamic blog platform using Angular 13, allowing users to create, edit, and delete blog posts. Implemented user authentication and authorization features for secure content management.

Education

Master of Science - Data Science

Fergusson College
Pune
04.2024

Bachelor of Science - Computer Science

Sir Parashurambhau College
Pune
04.2021

HSC - PCM

Abasaheb Garware College
Pune
04.2018

Skills

  • Languages : Python, SQL,Javascript, HTML
  • Data Science and Miscellaneous Technologies : Data Science Pipeline{ Collection, Cleaning, Visualization,Modeling, Interpretation}, Statistics, Hypothesis Testing, Git, VSCode , Jupiter
  • Data Analytics Tools : Power BI , MS Excel
  • Databases : MySql,MongoDB
  • Frameworks : NumPy, Pandas,Matplotlib,Scikit-Learn , Kearas , XGBoost ,TensorFlow, NLTK
  • Web Development : MEAN Stack, Javascript, HTML,CSS,BootStrap

Certification

  • Machine Learning & Deep Learning , iNeuron.ai - March, 2023
  • Certified Full Stack Web Developer, BECIL - September, 2022
  • Data Science, Forage - Oct,2023

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Quote

The way to get started is to quit talking and begin doing.
Walt Disney

Timeline

Intern

Theforage.com
09.2023 - 10.2023

Intern

Infinite Graphix Technologies
01.2022 - 08.2022

Master of Science - Data Science

Fergusson College

Bachelor of Science - Computer Science

Sir Parashurambhau College

HSC - PCM

Abasaheb Garware College

PROJECTS


Project 1: Healthify  

  • A Machine Learning based website which predicts the disease based on the symptoms entered by the patient, also supports several disease diagnosis.

Technologies: Flask , Numpy , Pandas ,Machine Learning Algorithm

Project 2 : Harvest

  • A Machine Learning and Deep Learning based website which recommends the best crop to grow, fertilizers to use and the diseases caught by your crops.

Technologies : Flask , Numpy , Pandas ,Machine Learning Algorithms,Deep Learning


Project 3 :Movies recommendation System

  • I have created a content based movie recommender system using cosine similarity using machine Learning and deployed on herokuapp.com

Technologies: Pickle, streamlit ,sumpy,pandas and sklearn.



Mahesh Mane