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Assessing your cultural and operational fit
medical-chatbot
July 20, 2025 – July 20, 2025
A medical chatbot built using Langchain and RAG provides accurate, context-aware answers by combining LLM capabilities with real-time retrieval from trusted medical documents.
View Projectsource_code_analysis
July 20, 2025 – July 20, 2025
LLM-powered source code analyzer built with LangChain and RAG. Ask natural language questions and get context-aware answers from your codebase. Ideal for understanding complex code across multiple files in python.
View Projectauthentication-template
June 3, 2025 – July 20, 2025
Plug-and-play authentication template with login, signup with better-auth. Ideal for quickly securing your apps with minimal setup.
View ProjectCultural Fit Analysis
The candidate's projects show a broad range of interests, from web development (authentication-template, todo-app-java) and DevOps (k8s-gitops-demo, web-app-cicd) to data structures (DSA) and AI/ML (medical-chatbot, source_code_analysis). While this indicates versatility, the lack of focused experience directly within data science, especially given an experience level of 0, suggests a potential mismatch for a senior Data Scientist role. The projects are primarily personal and do not provide insight into team collaboration or enterprise-level problem-solving.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise, but there's no information on collaboration, problem-solving approaches, or communication style in a team setting.