Data Science | ML | DL | AI | Python | Statistics | SQL | PowerBI | Researcher
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PublicisGroupe
Data Scientist
June 16, 2026 – Present
Helpmate_AI
February 12, 2025 – July 29, 2025
Helpmate AI is a "Retrieval-Augmented Generation (RAG) pipeline" that combines vector-based search with LLM-powered text generation. It delivers accurate, context-aware answers by retrieving relevant information from a custom knowledge base.
View ProjectShop_Assist_AI
February 12, 2025 – July 29, 2025
ShopAssist AI, a chatbot that combines the power of large language models and rule-based functions to ensure accurate and reliable information delivery.
View ProjectSemantic-Spotter-Project
February 12, 2025 – July 29, 2025
LifeAssist AI is a "RAG-powered search application" designed to provide quick, accurate, and context-aware answers from life insurance documents. It combines "semantic search and LLM-based text generation" to make policy information retrieval fast and reliable.
View ProjectEmotion-Detection-Model
September 1, 2024 – September 1, 2024
This project implements a Convolutional Neural Network (CNN) model to detect emotions from grayscale facial images. The model is trained on a dataset with 7 emotion classes and achieves an accuracy of 71% after 15 epochs.
View ProjectAutomatic-Ticket-Classification
August 28, 2024 – July 28, 2025
This project uses NLP and machine learning to automatically categorize customer complaints for a financial company. By applying NMF for topic modeling and supervised learning models, it efficiently classifies complaints into relevant categories.
View ProjectGesture_Recognition
July 3, 2024 – July 3, 2024
In this project, we build a 3D Convolutional Neural Network (ConvNet) model to predict five different gestures accurately.
View ProjectMelanoma-Skin-Cancer-Detection
June 13, 2024 – July 3, 2024
CNN based model which can accurately detect melanoma
View ProjectHouse-Price-Prediction-Ridge-and-Lasso-Regression-
March 26, 2024 – March 26, 2024
Using ridge and lasso regression to predict house prices
View ProjectBike_sharing_Analysis-LinearRegression
February 14, 2024 – February 14, 2024
Linear Regression
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic in nature, focusing heavily on machine learning and AI model development. While this aligns with the technical aspects of a Data Scientist role, there is limited evidence of collaborative project work, cross-functional team engagement, or business impact beyond model accuracy. The current role at PublicisGroupe as a Data Scientist is a positive indicator, but without details on responsibilities or team structure, it's difficult to fully assess cultural fit. The projects are diverse within the ML/AI domain but lack breadth in other data science areas like A/B testing, experimental design, or data engineering aspects.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's projects indicate a focus on technical problem-solving.