Python Developer || GSoC '21 @sympy || Data Science Enthusiast || BTECH - IT || MSIT , Delhi || Batch 2018-2022 || Mentor NJACK'20 || Mentor SWoC
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
sidhu1012.github.io
May 19, 2021 – August 17, 2021
This is my personal blog to track and share my GSoC progress.
View ProjectCloud-Kitchen
July 21, 2020 – July 21, 2020
finds best location to open swiggy/zomato like office in a city
View ProjectInsurance-Price_Predictor
June 3, 2020 – June 3, 2020
Regression model to predict insurance price of indivduals
View ProjectMovie-Recommender
April 14, 2020 – April 14, 2020
Content Based Recommender SystemNow, let's take a look at how to implement Content-Based or Item-Item recommendation systems. This technique attempts to figure out what a user's favourite aspects of an item is, and then recommends items that present those aspects. In our case, we're going to try to figure out the input's favorite genres from the movies and ratings given.
View ProjectTelecoumminication
March 16, 2020 – March 16, 2020
Imagine a telecommunications provider has segmented its customer base by service usage patterns, categorizing the customers into four groups. If demographic data can be used to predict group membership, the company can customize offers for individual prospective customers. It is a classification problem. That is, given the dataset, with predefined labels, we need to build a model to be used to predict class of a new or unknown case
View ProjectCultural Fit Analysis
The candidate's personal projects show initiative and a self-driven approach to learning data science concepts. The diversity of project types (regression, classification, recommendation systems, location optimization) indicates a broad interest within the data science domain. However, the lack of team projects or detailed descriptions of collaboration limits the assessment of cultural fit in a team environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are brief, and there are no psychometric or English test results available for evaluation.