About
A software developer turned data enthusiast who loves to harness the power of data with…
Activity
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Dear Friends and Colleagues, I know most of you for 20 years. This is the first time that I started a fundraising campaign. I was born in Turkiye…
Dear Friends and Colleagues, I know most of you for 20 years. This is the first time that I started a fundraising campaign. I was born in Turkiye…
Liked by Anchal Gupta
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Here's a great video of a talk earlier this year on reproducing machine learning models in cybersecurity. they look at the challenge -- that is…
Here's a great video of a talk earlier this year on reproducing machine learning models in cybersecurity. they look at the challenge -- that is…
Liked by Anchal Gupta
Experience
Education
Licenses & Certifications
Projects
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Music Recommender System
Developed a music recommender system in Python using hybrid recommendation technique.
It recommends songs based on content such as artist, genre, user behavior & similarity such as age, gender and demography. -
Mining Twitter for Airline Consumer Sentiment
Sentiment Analysis of tweets about Delta Airlines, Alaska Airlines and United Airlines using text mining techniques such as sentiment analysis and clustering.
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Heart Disease Prediction
Developed a classification model for predicting whether a person may have a heart disease or not.
Developed an ensemble model of 4 different classification algorithms –
1. SVM
2. Neural Network
3. Decision Tree
4. Logistic Regression.
Achieved the model accuracy of 97.5%. -
Customer Churn Prediction
Developed a classification model for predicting whether a subscriber will churn from a telecom service provider using classification algorithms- Decision Trees & Neural Networks.
Validated the model using k-fold cross validation.
Predicted the customer churn with 92% accuracy. -
Optimal Warehouse Location
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Identified the optimal warehouse from a list of potential warehouses which could cover maximum zip codes using 2-day shipping with minimum cost.
Developed regression model to analyze the relationship between distance from warehouse to customer, delivery duration and cost.
Used linear programming for identifying the optimal warehouse location based on distance between the warehouse and the zip codes in the seller’s distribution profile.
Honors & Awards
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IBM Eminence and Excellence award
IBM
Received IBM's coveted Eminence and Excellence award for exceptional performance in one of the most important and critical projects.
Languages
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English
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Spanish
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German
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Organizations
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Flextrade
Senior software developer
- Present -
Amdocs India Pvt Ltd
Advanced Software Developer
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More activity by Anchal
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I set out to do a Masters in Business Analytics to transition from a career in Banking, and I can proudly say that I did it. I’m officially a…
I set out to do a Masters in Business Analytics to transition from a career in Banking, and I can proudly say that I did it. I’m officially a…
Liked by Anchal Gupta
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Thanks to all my students who honored me with the 2022 Faculty of the Year Award for the Master of Science in Business Analytics program at Milgard…
Thanks to all my students who honored me with the 2022 Faculty of the Year Award for the Master of Science in Business Analytics program at Milgard…
Liked by Anchal Gupta
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Kudos to the teams for making this happen! #amazongo #computervision #justwalkout #wholefoods #amazon
Kudos to the teams for making this happen! #amazongo #computervision #justwalkout #wholefoods #amazon
Liked by Anchal Gupta
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Since I left Amazon after 15 years in Feb 2020 I've been doing ..well...nothing... for a while anyways. And it was great (can I say that here?)…
Since I left Amazon after 15 years in Feb 2020 I've been doing ..well...nothing... for a while anyways. And it was great (can I say that here?)…
Liked by Anchal Gupta
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Excited to start 2022 with ValueFlow Australia ! I would be focussing on Service Management Advisory and Customer Success in my role as a Principal…
Excited to start 2022 with ValueFlow Australia ! I would be focussing on Service Management Advisory and Customer Success in my role as a Principal…
Liked by Anchal Gupta
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