Software engineer (Frontend) at TestGorilla | AI/ML Enthusiast
Pune, Maharashtra, India
Contact Info
1K followers
500+ connections
About
I was drawn towards the field of computer science when I attended a course called CS50 by an amazingly talented professor - David Malan. It has been a beautiful journey since then.
I have had exposure of coding microcontrollers to analysing complex datasets to competitive programming. Ofcourse, I am still at the tip of the iceberg considering the vastness of this incredible field.
Currently, I am inclined towards data science and front end development. I have done various courses from different online learning platforms like edx, dataquest etc. I have experience working with Angular, Python, different data analysis libraries like numpy, pandas, matplotlib etc.
As I am in the early stages of my career, I wish to explore and experiment with different domains of computer science in the future.
In my free time, I read about macroeconomics and international diplomacy. Also, I love playing ukulele, writing poetry and travelling to different places.
Articles by Shruti
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Discover Countries With Trending Music - Spotify (Part 1)
Discover Countries With Trending Music - Spotify (Part 1)
By Shruti Shamdasani
Activity
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Come join our growing data science team at TestGorilla as a Lead Data Scientist! We are a fast-growing HR tech company that helps teams make better…
Come join our growing data science team at TestGorilla as a Lead Data Scientist! We are a fast-growing HR tech company that helps teams make better…
Liked by Shruti Shamdasani
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The last two weeks have been hard to describe for me… Living in a house with some of the best engineers and instructors in the world and going on a…
The last two weeks have been hard to describe for me… Living in a house with some of the best engineers and instructors in the world and going on a…
Liked by Shruti Shamdasani
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Remote work = the best thing to happen to the modern family. At TestGorilla, we're living proof. Our diverse team of 160 spans 50+ countries. All…
Remote work = the best thing to happen to the modern family. At TestGorilla, we're living proof. Our diverse team of 160 spans 50+ countries. All…
Liked by Shruti Shamdasani
Experience
Education
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MKSSS Cummins College of Engineering for Women
Bachelor of Engineering (BE) Computer Science
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Activities and Societies: Coding contest winner - INNOVATION (Techfest 2016), Robocon India (2016) : 31st overall rank out of 105 teams, Member of WomenTechmakers, Member of Django girls
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Carmel Convent Senior Secondary School
High school
Licenses & Certifications
Volunteer Experience
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Teacher
IEEE
- 1 month
Education
As a volunteer, my role was to intrigue students of primary and middle school students about the domains of "Virtual and Augmented Reality". Along with my team, we organized various amusing activities to make them aware of the wonders of these technologies.
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INNOVATION (TechFest) - Event Coordinator
MKSSS Cummins College of Engineering for Women
- 1 month
Education
Our college organizes an annual techfest called INNOVATION. As I take keen interest in the field of data structures and algorithm, I chose to sign up for coordinating a coding event as part of the fest. I designed a website for the event and meticulously decided the questions for the participants. It was a wonderful experience coordinating with my team members and successfully arranging this contest.
Courses
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Angular Beginner Series
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Javascript essentials for the full stack developer
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Projects
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Finding the best markets to advertise in for an E-learning product
- Present
Used pandas library to analyse data from freeCodeCamp's 2017 New Coder Survey. Used the data to identify whether it is representative of the population of our concern. Used attributes from the data like country where the developer is based, money spent, time spent learning etc. to gain an insight of whether the individual would be open to spend money on our courses. Used summary statistics and various data visualizations like frequency distributions, box plots to understand the users country…
Used pandas library to analyse data from freeCodeCamp's 2017 New Coder Survey. Used the data to identify whether it is representative of the population of our concern. Used attributes from the data like country where the developer is based, money spent, time spent learning etc. to gain an insight of whether the individual would be open to spend money on our courses. Used summary statistics and various data visualizations like frequency distributions, box plots to understand the users country wise and to remove outlier data.
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Citi Manager
- Present
As part of the Citi Commercial Cards team, worked on the Citi commercial cards website - Citi Manager.
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Predicting Airbnb rental price using KNN
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Analysed Airbnb's New York dataset to predict prices for its rental properties. Processed various features of the dataset and performed operations including transformation and cleaning. Measured the accuracy of the algorithm and improved it by trying different set of features and removing outliers from the dataset.
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Exploratory Data Analysis using Spotify API
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Used Spotify API to fetch data of Top 50 songs trending in various countries. Analysed correlations and distributions of various features of the tracks like acousticness, loudness, energy, danceability etc. to understand the musical taste country wise.
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Stock Price Prediction
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Built a machine learning model using Random Forest algorithm which predicts whether the Microsoft stock would go up or not. Explored the data from Yahoo finance for the past 30 years, cleaned the data, added new features that would be relevant to the stock price, iteratively improved the accuracy of the model and built a backtesting engine to test the model.
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Analyzing High Dimensional Genomics data to identify various cell types
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Analyzed genomics data using PCA and k means clustering. Used PCA to reduce the dimensionality of the dataset and then used k-means to identify the possible types(clusters) of cells within that data. Used the elbow method to identify the number of clusters.
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Automation Execution Portal
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AEP is an internal Citi application. As part of this project, I created a web interface which consolidated various testing applications. This interface is used to trigger test cases and also automates various processes related to those test cases. The front end was built in Angular while the back end was done in Express JS.
Languages
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English
Professional working proficiency
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Hindi
Native or bilingual proficiency
More activity by Shruti
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What does the next look like for you? Navigating the career growth journey can often feel like trying to reach a destination without a map. I…
What does the next look like for you? Navigating the career growth journey can often feel like trying to reach a destination without a map. I…
Liked by Shruti Shamdasani
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