Associate Lead at Mindfire Digital LLP
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Mindfire Digital LLP
Software Engineer
June 17, 2026 – Present
python-concurrency-with-asyncio
March 29, 2026 – Present
A practical guide to understanding and implementing concurrency in Python using asyncio, threading, and multiprocessing.
View Projectagentic-design-pattern-projects
March 18, 2026 – Present
A collection of examples demonstrating various agentic AI design patterns implemented across multiple frameworks including LangChain, Google ADK, and CrewAI.
View Projectgoogle-adk-projects
March 12, 2026 – Present
A comprehensive collection of AI agents built with Google's Agent Development Kit (ADK). This repository serves as a learning resource demonstrating various ADK patterns, from basic agent creation to advanced multi-agent systems with MCP integration.
View Projectai-deep-research-assistant
February 9, 2026 – Present
A powerful research assistant that combines web search capabilities with AI analysis to provide comprehensive insights on any topic. Built with Cerebras for fast inference and Exa for intelligent web search.
View Projectai-user-research-assistant
February 9, 2026 – Present
An AI-powered user research system that automatically generates user personas, conducts simulated interviews, and synthesizes insights using LangGraph's multi-agent workflow.
View Projectai-voice-sales-assistant
February 9, 2026 – Present
A real-time AI voice sales agent that can have natural conversations with potential customers. This project uses Cerebras for fast inference and LiveKit for real-time voice communication.
View Projectmcp-server-client-examples
February 7, 2026 – Present
Production-ready MCP server and client examples in Python. Flight booking system showcasing FastMCP, streamable HTTP, and all MCP features. Great reference for building AI-powered applications.
View Projectchromadb-rag-system-python
February 6, 2026 – Present
⚡ Complete RAG pipeline implementation with ChromaDB vector database. Features: Persistent storage, Redis caching layer, SentenceTransformer embeddings, recursive document chunking, and interactive CLI. Production-grade Python code with type hints and structured logging.
View Projectmcp-rss-feed-searcher
January 31, 2026 – Present
An extensible Model Context Protocol (MCP) server for searching across multiple RSS feed sources. Built for developers who want to aggregate content from various sources through a unified interface.
View Projectmcp-calculator-toolkit
January 31, 2026 – Present
A versatile Model Context Protocol (MCP) server that provides calculator functionality through multiple transport modes. This toolkit supports STDIO, HTTP, and FastAPI transports, making it suitable for various integration scenarios from local CLI tools to web applications.
View ProjectCultural Fit Analysis
The candidate's projects are exclusively personal and heavily focused on AI/ML, specifically agentic systems and RAG. While demonstrating deep technical interest, the lack of diverse project types or team-based work makes it difficult to assess broader cultural fit or adaptability to varied technical challenges outside of their niche. The single listed professional experience is current and lacks details, making it hard to gauge past team dynamics or collaboration styles.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions indicate a strong focus on technical implementation and problem-solving.