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Assessing your cultural and operational fit
hybridsearch-ai
April 28, 2026 – Present
HybridSearch AI is a production-grade Retrieval-Augmented Generation (RAG) system that enables context-aware querying of web pages and YouTube videos using hybrid search, reranking, and strict prompt grounding to reduce hallucinations and improve answer quality.
View Projectretail-product-classification
January 25, 2026 – Present
Multimodal deep learning system for retail product categorization using image and text.
View Projectwanderlust
January 24, 2026 – Present
A Node.js and MongoDB based web application for managing travel listings, bookings, and reviews with user authentication, ownership based authorization, and cloud image storage.
View Projectinsta-print
January 23, 2026 – Present
A web platform that makes document printing simpler for users and more manageable for local print shops.
View Projectphoneme-viseme-deepfake-detection
December 16, 2025 – Present
Fine grained cross modal attention based deepfake detection using phoneme viseme mismatch
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong interest in cutting-edge AI/ML topics. The diversity of projects (web development, deep learning, RAG systems) suggests a broad technical curiosity. However, the lack of team-based or professional experience makes it difficult to fully assess cultural fit in a collaborative environment. The projects align well with the technical demands of a Data Scientist role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions indicate an ability to work on complex technical challenges independently.