Honey Gupta

AI Researcher

Bangalore Urban, Karnataka, India8 yrs 7 mos experience

Highly StableAI Enabled

Key Highlights

Nearly 4 years of experience in data science.
Expertise in building machine learning and deep learning models.
Proven track record in increasing revenue through data-driven insights.

Stackforce AI infers this person is a Data Scientist with expertise in Retail analytics and machine learning.

Contact

Skills

Core Skills

Data ScienceMachine LearningPredictive ModelingRecommendation SystemsData VisualizationDeep Learning

Other Skills

Experimental DesignData PipelinesAnalytical SkillsData AnalysisNeural NetworksTableauETLConvolutional Neural NetworksNLTKData AnalyticsLogistic RegressionA/B TestingMultivariate TestingGoogle AnalyticsMarket Basket Analysis

About

Data scientist with nearly 4 years experience in understanding business requirements, data extraction, building machine learning and deep learning models and deploying rich graphic visualisations typical in retail business. Experienced in Agile/Scrum methodology, with a background in predictive modelling, recommendation system, churn prediction, customer segmentation, anomaly detection etc using machine learning and deep learning techniques. Strong engineering professional with a Bachelor's degree from Indian Institute of Technology, Roorkee.

Experience

8 yrs 7 mos

Total Experience

3 yrs 1 mo

Average Tenure

2 yrs 5 mos

Current Experience

Uber

Senior Data Scientist

Jan 2024 – Present · 2 yrs 5 mos · Bengaluru, Karnataka, India · Hybrid

Quince

Senior Data Scientist

Oct 2021 – Oct 2023 · 2 yrs · Bangalore Urban, Karnataka, India · Hybrid

Experimental DesignData PipelinesData ScienceMachine Learning

Sears holdings india

2 roles

Senior Business Analyst

Promoted

Aug 2019 – Sep 2021 · 2 yrs 1 mo

Technician Attrition
✦ Developed a model to predict probability of technicians attrition for Home Services Unit and thus informing BU heads in advance to make technician retention strategies to mitigate the loss.
Recommendation System for retail business
✦ Developed a recommendation engine using Neural collaborative filtering and then recommended products accordingly which resulted in about 12% increase of revenue per customer.

Data PipelinesAnalytical SkillsPredictive ModelingRecommendation Systems

Businesss Analyst

Jul 2017 – Aug 2019 · 2 yrs 1 mo

✦Served the reporting for tracking customer behaviour using tableau and worked pro-actively for ETL development of assigned reports.
✦Automated end to end ETL process along with tableau automation using Tableau server client module to drive multiple analytics driven initiatives without human interference.
✦Developed model to predict probability of offer redemption of the customers across various kinds of offers and thus determining what kind of offers should be sent next to maximise the redemption and increase customer engagement.
✦Built a model to detect expectant mothers based on shopping trends using a convolutional neural network in Pytorch.
✦Worked on customer segmentation to cluster shoppers to sensible clusters using DBSCAN and K-Means clustering algorithms. Further used autoencoders and PCA for dimensionality reduction.

Analytical Skills

Placement manager, training & placement cell

Indian Institute of Technology, Roorkee

Jan 2016 – May 2017 · 1 yr 4 mos · Roorkee, India

Spearheaded core team of 20 + members and worked for placements of over 2,000 students.
✦ Managed the student team, coordinating with the office staff and organizing both the Internship and Placement drives conducted at IIT Roorkee by more than 150 companies.
✦ Established new while nurturing existing relations with numerous firms, companies and organizations in and out of India
✦ Planned and executed various Training and Preparation Activities to help the students undergo a smooth transition from an Academic to a Corporate environment