
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
google-adk-masterclass
November 18, 2025 – December 8, 2025
Build AI agents with Google's Agent Development Kit (ADK). 20 modules from basics to advanced topics.
View Projectadk-advanced
November 4, 2025 – November 10, 2025
A comprehensive collection of Google ADK implementations: Function Tools, MCP, Vertex AI Agent Engine, RAG Engine, and Agent Starter Pack templates for Cloud Run and GKE.
View Projectadk-vertex-ai-rag-engine
May 15, 2025 – August 21, 2025
A RAG agent using Google's ADK & Vertex AI that lets set up semantic search across documents in under 2 minutes. Features GCS integration and natural language querying
View Projectadk-mcp-gemma3
April 23, 2025 – April 23, 2025
Build AI Agent using Google ADK , MCP and Gemma 3 model
View Projectadk-python-mcp-client
April 12, 2025 – June 1, 2025
Demo of ADK (Agent Development Kit) as an MCP (Model Context Protocol) client for flight search capabilities.
View Projectgemma3_pdf_summarizer
April 5, 2025 – April 12, 2025
A high-performance PDF summarization tool powered by Google's Gemma 3 LLM. Features parallel processing, async operations, and intelligent chunking for technical paper analysis. Built with FastAPI, Streamlit, and Ollama.
View Projectmcp-gemini-search
April 4, 2025 – April 7, 2025
Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini's function calling capabilities and MCP's flight search tools
View Projectmcp-llama3-client
April 3, 2025 – April 7, 2025
A client for the MCP Flight Search service using Ollama and Llama 3.2 to provide a user-friendly flight search interface with Model Context Protocol tools
View Projectmcp-flight-search
April 2, 2025 – April 7, 2025
MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search
View Projectfunction-calling-gemma3
March 30, 2025 – March 30, 2025
Demo project showcasing Gemma3 function calling capabilities using Ollama. Enables automatic web searches via Serper.dev for up-to-date information and features an interactive Gradio chat interface.
View ProjectCultural Fit Analysis
The candidate's portfolio is heavily concentrated on AI agent development, LLMs, and Google's ADK/MCP. While this shows deep interest in a specific domain, the lack of diversity in project types (e.g., traditional data science, MLOps, data engineering) and the absence of team-based projects or formal work experience make it challenging to fully assess cultural fit and adaptability to varied team environments. The projects are all personal, which limits insight into collaborative work styles.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a strong initiative and hands-on approach to learning and applying new AI technologies. The focus on personal projects suggests self-motivation and a drive to explore cutting-edge tools. However, without formal work experience or psychometric test results, it is difficult to assess collaboration, stress handling, or broader operational fit.