Sandesh Pal

Experience

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  INNODATATICS * Innovation | Data | Analytics

  May 2021 - Dec 2021

  Business Objective:In today’s world companies and businesses are very keen to understand and analyze the market to lower their expenses and enhance profits.With modern data analytics, we can identify purchasing and selling patterns by carefully analyzing the data to help the investors.We Used the data of M&M Finance in which we partitioned data in training and test dataData Partition Details: - 80% of the data is taken as training data.-20% of the data is taken as testing data.we got Training RMSE – 0.014 and Testing RMSE – 0.020.We deployed the model using streamlit. Show less • Worked on a project which consisted of Forecasting of impatient beds of hospitals during covid-19 situation. • Implemented Data Preprocessing techniques for making the data insights useful.• Built various regression and classification algorithms such as Linear Regression, Decision Tree , Random Forest, XGBoost and SVM. • Developed a model predicting whether the no of patient are genuine using Random Forest. • We used techniques like ARMA, ARIMA, SARIMA for model evaluation.• Deployed the model using Flask as an API. • Developed an application using Flask which predicted whether the claim was fraud or genuine.• We got an accuracy of 95% while we develop the forecasting model of checking the availability of beds in hospitals. Show less

  • Data Scientist

    Sept 2021 - Dec 2021

  • Data Scientist

    May 2021 - Aug 2021
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  CodSoft

  Aug 2023 - Sept 2023

  Data scientist Intern

  [Task 1 Titanic SURVIVAL PREDICTION - In this task, I developed and trained predictive models to make informed predictions about passenger survival, thus gaining valuable insights into the factors that played a role in determining who survived the historic maritime disaster.Titanic Survival Prediction is a popular introductory machine learning project that utilizes the Titanic dataset to create a predictive model. This dataset comprises detailed information about passengers who were aboard the ill-fated RMS Titanic, including their age, gender, ticket class, fare, cabin, and most importantly, whether they survived the tragic sinking or not. The primary objective of this project is to build a predictive model that can determine whether a given passenger would have survived the Titanic disaster based on the available information. This task serves as a valuable entry point for individuals learning data science and machine learning, as it involves data preprocessing, feature engineering, and model training.[Task 2 MOVIE RATING PREDICTION WITH PYTHON] -The project involves several essential steps, including data analysis, preprocessing, feature engineering, and machine learning modeling. By exploring these techniques, the project aims to gain insights into the factors that influence movie ratings. Ultimately, the goal is to create a robust and accurate model capable of estimating movie ratings based on relevant attributes, which can be valuable for both movie enthusiasts and industry professionals."Movie Rating Prediction with Python" is a data science project focused on developing a predictive model to estimate the rating of movies based on various features such as genre, director, and actors.[Task 3 IRIS FLOWER CLASSIFICATION] -The goal of this classification task is to create a machine learning model that can analyze these measurements and accurately categorize Iris flowers into their respective species. Show less

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  NeoDocto Inc

  Feb 2024 - now

  Associate NeoDocto Intern

  As an Associate NeoDocto Intern, I'll have the unique opportunity to work on live corporateprojects and collaborate with 8 diverse international teams, each playing a crucial role.Your Teams and Responsibilities:1. Product Management:Dive into the world of product strategy and roadmap planning.Ensure our products meet and exceed customer expectations.2. Product Development:Engage in designing, developing, and maintaining fluid layouts and e-commerce products usingcutting-edge technologies, with a special focus on Wix.3. Quality Assurance (QA) / Testing:Contribute to the excellence of our software applications by ensuring their quality and reliabilitythrough meticulous testing and validation.4. Sales and Marketing:Immerse yourself in the realm of sales and marketing.Contribute to promoting and selling NeoDocto's innovative products and services.5. Human Resources (HR):Gain insights into the core of our organization by participating in recruitment, employee relations,and other HR-related functions.6. Information Technology (IT):Explore the intricate world of IT as you contribute to managing our internal IT infrastructure.7. Data Management:Dive into the vast ocean of data management, where you'll work with cutting-edge technologiesto organize and harness the power of information.18. Artificial Intelligence:Get hands-on experience in the realm of Artificial Intelligence, exploring innovative solutions andcontributing to our AI initiatives. Show less