Shaurya Uppal

Rising Codementor

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ABOUT ME

Lead Data Scientist | Research Consultant | Product Strategist

I am a data scientist who has experience working with burgeoning companies like Siam Makro, Glance (Inmobi Group), EpiFi, and Tata 1mg.
I also have worked with different companies e.g. InterviewBit, Dezyre, and, RateCity as a research data science consultant.

My Domain Expertise is in Fintech, Edtech, and Ecommerce where I have built: recommendation engines, time-series forecasting models, product data science, natural language processing, etc.

I have a bias for action, solution-oriented, and have a good track record in communicating with stakeholders and establishing credibility. My role involves deciphering heaps of data, analyzing it, churning out meaningful insights from the data, and assisting stakeholders to make data-driven decisions.

I have experience in developing end-to-end data science models helping companies move business metrics. I constantly learn new things and explore new realms of data science.

Hindi, English

New Delhi (+05:30)

Joined August 2022

EXPERTISE

5 years experience

5 years experience

5 years experience

5 years experience

NLP (Natural Language Processing)

4 years experience

Recommender Systems

4 years experience

Apache Spark Apache Airflow SQL Python

REVIEWS FROM CLIENTS

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SOCIAL PRESENCE

GitHub

PyWhatsapp

Python Automation using selenium & Scheduling of messages and media

Python

351

141

Socket-Programming-Python

Client Server running code described with comments here.

Python

Stack Overflow

3113 Reputation

Community Posts

The Design of Model Productionization Architecture in Data Science

A lot of companies struggle to bring their data science projects into production. It is mainly because there is a huge knowledge gap.

Design a Real-time Player Matching Algorithm For Chess Games

Building a Player Matching Algorithm for Multi-Player Gaming World.

Using Machine Learning to Build a Ride Acceptance Model for Uber

Objective: Predict if a driver will accept a ride request or not and find the probability of acceptance.

EMPLOYMENTS

Lead Data Scientist

Siam Makro

2023-06-01-Present

Largest Thailand Wholesaler

SQL

Pandas

Python 3

SQL

Pandas

Python 3

Apache Spark

Data Science - Research Consultant

ProjectPro

2020-04-01-Present

ProjectPro (Formerly DeZyre) Subject Matter Expert - Data Scientist (Consultant) Created top-notch research-driven quality courses, whic...

ProjectPro (Formerly DeZyre) Subject Matter Expert - Data Scientist (Consultant) Created top-notch research-driven quality courses, which show my ability to study, learn, communicate, carry out research in a subject, and representation skills in the Data Science field. My published courses are below: [1] Ecommerce product reviews - Pairwise ranking and sentiment analysis URL: https://www.projectpro.io/project-use-case/ecommerce-product-reviews-ranking-sentiment-analysis [2] Demand prediction of driver availability using multistep time series analysis URL: https://www.projectpro.io/project-use-case/demand-prediction-time-series [3] Ola Ride Request Demand Forecast URL: https://www.projectpro.io/project-use-case/ola-bike-rides-request-demand-forecast [4] Building a Graph Based Recommendation System: https://www.projectpro.io/project-use-case/graph-based-recommendation-system-python [5] Deepwalk and Node2vec Graph Recommendation at E-commerce: https://www.projectpro.io/project-use-case/graph-based-recommendation-system-python-for-ecommerce

SQL

Pandas

Machine Learning

SQL

Pandas

Machine Learning

Python 3

Data Science

NLP (Natural Language Processing)

Graph Database

Apache Spark

Recommender Systems

Senior Data Scientist

InMobi (Glance)

2021-07-01-2023-06-01

I worked on two areas-Roposo (Short Video Entertainment and Commerce Platform) and Glance (LockScreen Entertainment and Awareness Platfor...

I worked on two areas-Roposo (Short Video Entertainment and Commerce Platform) and Glance (LockScreen Entertainment and Awareness Platform). Glance Roposo is a short-video entertainment and commerce platform. ▪️ Tier 2 Creators Persona Identification and Churn Prediction using K-Prototypes Clustering Algorithm on Creator Demographics Data and Engagement Activity. ▪️ User-Creator affinity identification using multi-criteria decision-making technique Topsis and graph algorithms (node2vec) on profile visit, follow, like, etc. This helped the platform provide a better recommendation for creator stories to users where user-creator affinity is high. ▪️ Gender Prediction: Imbalance Classification problem on behavioral features of the user; majority class is male and minority is female. Best Results: LightGBM + Undersampling technique EditedNearestNeighbour resulting in an AUC of 0.73 and an F1 Score of 0.69 ▪️ Live Stream Ranking of Commerce Product - Based on User-Creator Affinity computed using past interactions of the user with the creator. Glance Monetisation ▪️ For Ads targeting on LockScreen for different brands: finding Look-Alike User Segments ▪️ Capturing user's interest based on app install, improved one-click-install (OCI) by 38% on AUC score

SQL

Machine Learning

Statistics

SQL

Machine Learning

Statistics

Python 3

Data Science

Recommender Systems

Apache Airflow

PROJECTS

Pairwise Ranking of Reviews by RelevanceView Project

1MG

2019

This project analyzes a dataset containing ecommerce product reviews. The goal is to use machine learning models to perform sentiment ana...

This project analyzes a dataset containing ecommerce product reviews. The goal is to use machine learning models to perform sentiment analysis on product reviews and rank them based on relevance. Reviews play a key role in product recommendation systems.

Python 3

NLP (Natural Language Processing)

Recommender Systems

Python 3

NLP (Natural Language Processing)

Recommender Systems

Building a User-Creator Affinity Model with Graphs on a Short Video PlatformView Project

Glance

2022

Build a recommendation system that recommends the creator's short video content based on the user's affinity.

Python 3

NLP (Natural Language Processing)

GraphQL

Python 3

NLP (Natural Language Processing)

GraphQL

Recommender Systems