amrendrav
Data ScientistMember since June 24, 2026
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
grocery-promotional-lift-capstone
May 11, 2026 – Present
Optimizing grocery promotion strategies — UC Berkeley ML/AI capstone. Quantifying promotional lift from M5 Walmart sales and price data with EDA and a Linear Regression baseline (−27% RMSE vs naive).
View Projectmodule17-comparing-classifiers
May 5, 2026 – Present
Assignment 17.1: Comparing Classifiers — KNN, Logistic Regression, Decision Tree, SVM on bank marketing data
View Projectprice-driver
May 3, 2026 – Present
Goal is to understand what factors make a car more or less expensive based on data from kaggle
View Projectcoupon-analysis
February 15, 2026 – Present
Data analysis of customer coupon acceptance behavior using Python, pandas, and visualization libraries. Explores factors influencing acceptance of bar and coffee house coupons through statistical analysis and visualization.
View Projectskills-copilot-codespaces-vscode
September 27, 2023 – September 27, 2023
My clone repository
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic, with a focus on data science and machine learning. This aligns with a Data Scientist role. However, the lack of team-based projects or diverse industry experience limits the assessment of broader cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are brief, limiting insight into collaboration or problem-solving approaches.