> cat profile.json
{
"name": "Mayur Koli",
"role": "Generative AI Engineer",
"location": "remote",
"status": "open_to_work"
}Mayur Koli
// Pioneering Generative AI & LLM Systems: Driving Innovation from Research to Production
# about
As a final-year Computer Engineering student with a robust background in Generative AI and LLM-based production systems, I'm at the forefront of building intelligent solutions. Co-founder of Katagoge and Mentesa, I leverage expertise in RAG pipelines, AI agent design, and full-stack development to deliver impactful products for international clients and advance the state of AI
# stats
# projects
FolioPort - Resume-to-Portfolio SaaS Platform
Mentesa: No-Code AI Chatbot Creation Platform - IJSREM, Oct 2025 Koli, M. et al
Mentesa - No-Code Multi-Bot Generative AI Platform
Zeal College of Engineering & Research, SPPU Presents the architecture of Mentesa: Gemini-2.5-Pro + document-retrieval RAG system, Firebase storage
Katagoge.com - Startup Execution Infrastructure
LEADERSHIP
# stack
ReactNext.jsJavaScriptNode.jsPythonJavaC++HTMLCSSTailwindMySQLFirebase# my_mission
I am a Generative AI Engineer and Full-Stack Developer with a passion for building innovative, production-ready systems. From co-founding startups to publishing research, my journey is defined by a commitment to transforming complex ideas into practical, high-impact solutions. I thrive on architecting intelligent automation and developing AI-powered features that solve real-world problems
# core_competencies
My versatile skill set spans the entire development lifecycle, with a deep specialization in Generative AI and advanced automation. I leverage cutting-edge frameworks and tools to build scalable and robust intelligent systems
- - LLM Integration (API), Prompt Engineering, RAG, AI Agent Development, AI Tool Development
- - LangChain, FastAPI, Streamlit, Hugging Face, FAISS, Firebase Firestore
- - Next.js, React, Node.js, Python, JavaScript, HTML, CSS, Tailwind
- - n8n LLM Workflow Design, GoHighLevel CRM, Webhook Architecture
- - AWS, GCP, Git, GitHub, Render, Streamlit Cloud
# portfolio_of_work
From SaaS platforms transforming resumes into portfolios to no-code AI chatbot creators, my projects demonstrate a consistent drive to innovate and deliver full-stack, AI-driven solutions
- - FolioPort - Full-stack SaaS product converting resumes into polished public portfolio websites, featuring custom templates, integrated payment gateway, and live user dashboards
- - Mentesa - A no-code SaaS platform enabling non-technical users to create and manage LLM agents with persistent conversation memory, document-based RAG (FAISS), and a multi-bot admin dashboard
- - Katagoge.com - Co-founded and built an execution OS for early-stage startups, including a VC intelligence layer for deal-flow discovery based on real traction data
- - ChatDouble - A dynamic AI chatbot platform with contextual retrieval (FAISS), user-based bot creation, and personality-mirroring capabilities using Gemini API
- - The Bakers Home - Designed and deployed a responsive, production-ready business website for an international client, showcasing cross-border freelance delivery
# contact
Email: kolimohit9595@gmail.com GitHub: github.com/Mayurkoli8 Website: mayurkoli.me Website: katagoge.com resume: fvznnqtdawdvpqgysgvl.supabase.co/storage/v1/object/public/portfolios/resumes/mayur-koli-isbpmg.pdf
A complete view of Mayur Koli's work.
As a final-year Computer Engineering student with a robust background in Generative AI and LLM-based production systems, I'm at the forefront of building intelligent solutions. Co-founder of Katagoge and Mentesa, I leverage expertise in RAG pipelines, AI agent design, and full-stack development to deliver impactful products for international clients and advance the state of AI
FolioPort - Resume-to-Portfolio SaaS Platform
Mentesa: No-Code AI Chatbot Creation Platform - IJSREM, Oct 2025 Koli, M. et al