
GenAI@Biz4GroupLLC | LLMs, Agentic AI | RAG | Prompt Engineering | Vibe Coding
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Assessing your cultural and operational fit
Biz4GroupLLC
Agentic AI Intern
June 15, 2026 – Present
LangChain-Study-Material
May 22, 2026 – Present
LangChain-Study-Material — GitHub repository
View ProjectPageIndex-vs-RAG-comparision
March 26, 2026 – Present
A modern Document Q&A application comparing PageIndex (reasoning tree-based RAG) with Traditional Vector RAG for intelligent document querying and analysis.
View ProjectCustom-Voice-Agent
February 25, 2026 – Present
A real-time voice conversation system powered entirely by local AI models. No cloud APIs. No data leaving your machine. Complete privacy by design.
View ProjectPhotographer-Influencer-Portfolio
February 2, 2026 – Present
A stunning, interactive, and fully responsive portfolio website designed for photographers and social media influencers. Built with modern web technologies and featuring a social media-inspired theme with beautiful animations and interactive elements.
View ProjectCache-Augmentation-Generation-CAG-System
January 23, 2026 – Present
A sophisticated document-based question-answering system that combines Retrieval-Augmented Generation (RAG) with intelligent caching mechanisms to provide fast, accurate responses using Google's Gemini 2.5 Flash Lite model.
View ProjectAI-MoM-Builder
September 29, 2025 – Present
Generate professional Minutes of Meeting (MOM) from text or images using Google Gemini 2.5 Flash AI
View ProjectFLAVORSTREAM-STUDIO
September 18, 2025 – September 18, 2025
FlavorStream Studio is a cutting-edge content management platform designed specifically for food content creators. Built with modern web technologies and powered by Google's Gemini AI, it provides an intuitive, professional interface for managing video content with intelligent analysis capabilities.
View ProjectAI-Chatbot-RAG
September 7, 2025 – September 8, 2025
Retrieval Augmented Generation (RAG) chatbot built with Streamlit, LangChain, and OpenAI GPT-4.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards AI/ML and web development, aligning well with an 'Agentic AI Intern' role. The diversity of AI-focused projects (RAG, voice agents, content management with AI) suggests a broad interest within the AI domain. However, the lack of team-based projects or contributions to open-source beyond personal repositories limits the assessment of collaborative cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a proactive and self-driven approach to learning and applying new technologies, which is positive for an intern role.