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mahsook3/README.md

🧠 About Me

role:        AI Specialist Β· Generative & Agentic AI Engineer
secondary:   Full Stack Developer (MERN) Β· UI/UX Designer
focus:       Multi-Agent Systems, LLM Orchestration, Cloud-Native AI Applications
mission:     "Bridging cutting-edge AI research and real, production-ready software."

I'm an innovation-driven AI engineer specializing in Generative AI, Agentic AI, and Microsoft Azure, with an active R&D practice focused on turning experimental AI prototypes into production-grade systems. I design multi-agent architectures using frameworks like AutoGen and LangChain, and work hands-on with the Model Context Protocol (MCP) to build intelligent, tool-using AI agents.

Alongside AI, I bring strong secondary expertise as a MERN Stack developer and UI/UX designer β€” which means I don't just prototype AI models, I ship them as complete, user-centric products: from voice-first no-code builders to multilingual healthcare transcription platforms.

  • πŸ”­ Currently architecting scalable AI-driven applications on Microsoft Azure
  • πŸ€– Deepening expertise in multi-agent orchestration and Agentic AI architecture
  • 🌐 Building full-stack products end-to-end β€” from Figma wireframe to deployed MERN app
  • πŸ† Recognized across 15+ hackathons, ideathons, and national challenges (IIT Hyderabad, Google, Amazon, and more)
  • πŸ“œ Certified across the Microsoft, Google Cloud, and Oracle AI ecosystems
  • πŸ’‘ Career mission: build AI systems that are not just intelligent, but genuinely usable

βš™οΈ Tech Arsenal

🧬 AI / Machine Learning

Python TensorFlow PyTorch scikit-learn OpenCV HuggingFace LangChain AutoGen MCP Agentic AI Generative AI RAG NLP Gemini

☁️ Cloud

Azure GCP

πŸ–₯️ Frontend

React Tailwind CSS JavaScript

πŸ› οΈ Backend

Node.js Express.js

πŸ“± Mobile & Responsive Design

Mobile-first, fully responsive web experiences engineered with React.js and Tailwind CSS, optimized for cross-device usability.

πŸ—„οΈ Databases

MongoDB

πŸ” DevOps & Version Control

Git GitHub

🧰 Tools & Productivity

Figma Canva


πŸš€ Featured Projects

🍲 NearTreat - My First Project

Hyperlocal platform connecting street food lovers with nearby vendors β€” making it easy to discover, explore, and support hidden street food gems.

Domain: Full Stack Web Development (MERN)

React.js Node.js Express.js MongoDB Google Maps API Firebase Tailwind CSS

πŸ”— Live Demo

πŸ—£οΈ JustPrompt.in

Voice-first, AI-powered, no-code website builder letting SMBs create stunning websites just by talking β€” 22+ languages, real-time generation, zero coding required.

Domain: Generative AI & Full Stack Web Development

React.js Node.js MongoDB LLMs Voice AI Gemini API Bhashini Tailwind CSS

πŸ”— Live Demo

🩺 Docvoxia

Multilingual, AI-powered voice-to-text transcription platform for OPD prescriptions. Supports FHIR & SNOMED-CT healthcare standards, integrating with NextGen eHospital and ABDM for digital health documentation.

Domain: Healthcare AI & Generative AI

React.js Node.js MongoDB LLMs Voice AI Bhashini FHIR SNOMED-CT

πŸ”— Live Demo

πŸ“„ Docvoxia CV

Hands-free, speech-driven resume builder that generates ATS-friendly professional CVs from natural spoken input β€” no typing required.

Domain: Generative AI & Full Stack Web Development

React.js Node.js MongoDB LLMs Voice AI (Speech Recognition) Bhashini Tailwind CSS

πŸ”— Live Demo

🌐 CROSS-Intelligence

Cross-border regulatory oversight and strategic intelligence platform empowering local businesses to navigate global trade with AI-driven insights, RAG-based research, and multilingual support.

Domain: Generative AI, RAG & Multilingual NLP

React.js Node.js MongoDB LLMs RAG Vector Embeddings Bhashini Tailwind CSS

πŸ”— Live Demo

⏱️ TimelyTask

Task management and payment platform built to simplify job scheduling and fair compensation for blue-collar workers β€” a transparent bridge between workers and employers.

Domain: Full Stack Web Development (MERN)

React.js Node.js Express.js MongoDB Tailwind CSS

πŸ”— Live Demo

πŸ’Š QRMedisync

Smart QR-code-based drug dispensing system combining embedded hardware with web technologies to automate and secure medication distribution in healthcare settings.

Domain: Embedded Systems & IoT

React.js Node.js Express.js MongoDB NodeMCU (ESP8266) Servo Motor QR Scanner

πŸ”— Live Demo

🎯 StuTrack AI

AI-powered competitive programming tracker monitoring student coding progress β€” helping educators identify top performers and students needing support.

Domain: AI & Web Development

React.js Tailwind CSS AI/ML Analytics

πŸ”— Live Demo

πŸš‘ Smart Ambulance Control System

IoT-based intelligent traffic control system that dynamically clears ambulance routes using real-time GPS tracking and ECG vitals monitoring β€” reducing emergency response times.

Domain: Embedded Systems & IoT

Arduino Uno ESP32 GPS Module ECG Module C/C++

πŸ”§ Hardware/embedded prototype β€” no hosted demo

🎨 UI/UX Concepts β€” Dan Jr. Wedding Biryani's & GreenBite

Two fully designed UI/UX concepts: a warm, intuitive biryani-ordering experience and a minimalist, earthy-toned organic food delivery interface.

Domain: UI/UX Design

Figma Canva

πŸ”— Dan Jr. Wedding Biryani's β€” Figma πŸ”— GreenBite β€” Figma


πŸ—οΈ Engineering Highlights

Capability Demonstrated Through
Multi-Agent Architecture Designing agentic systems with AutoGen & LangChain for collaborative AI workflows, using MCP for structured tool/context exchange
Cloud-Native AI Deployment Architecting scalable, AI-driven applications on Microsoft Azure cloud services
Healthcare-Grade Interoperability Implementing FHIR & SNOMED-CT standards and ABDM/NextGen eHospital integration in Docvoxia
Voice & Multilingual AI Building real-time, 22-language voice interfaces (JustPrompt.in, Docvoxia, Docvoxia CV) via Bhashini & LLM pipelines
RAG & Vector Search Building retrieval-augmented research pipelines with vector embeddings in CROSS-Intelligence
Full Stack Delivery Owning the complete MERN pipeline β€” React.js front ends, Node.js/Express.js APIs, MongoDB data layers
IoT + Embedded Systems Bridging hardware and software in QRMedisync and the Smart Ambulance Control System
Research-to-Production Translation Converting experimental AI prototypes into production-ready solutions as part of an active R&D practice

πŸ’Ό Experience

Software Engineer β€” AI & Cloud Β· Designing and implementing scalable AI-driven applications using Microsoft Azure cloud services; developing and experimenting with Generative AI models, Agentic AI, and MCP; building multi-agent collaboration systems using AutoGen and LangChain; researching emerging AI technologies and translating experimental prototypes into production-ready solutions.

Product Design & Development Intern Β· Earned the placement by winning a national-level Design Hackathon. Contributed to UI/UX design initiatives within a product design team, while collaborating with developers to gain hands-on insight into how design and engineering intersect in user-centric product development.


πŸŽ“ Education

Qualification Institution Period
B.E. – Electronics and Communication Engineering Sri Eshwar College of Engineering 2021 – 2025
Higher Secondary (12th / HSC) L.K. Higher Secondary School 2019 – 2021
Secondary School (10th / SSLC) L.K. Higher Secondary School 2018 – 2019

πŸ“œ Certifications

Microsoft Certified Google Cloud Certified Oracle Certified

Domain Certification Issuing Organization Issue Date
AI Microsoft Certified: Agentic AI Business Solutions Architect Microsoft June 2026
AI Microsoft Certified: Azure AI Engineer Associate Microsoft Nov 2025
AI Google Cloud Certified: Generative AI Leader Google Cloud March 2026
AI Oracle Certified: Generative AI Professional Oracle Dec 2025
Cloud Computing Microsoft Certified: Azure Fundamentals Microsoft June 2025
AI Microsoft Certified: Azure AI Fundamentals Microsoft June 2025
Cloud Computing Cloud Computing NPTEL Nov 2023
Programming & Development The Joy of Computing using Python NPTEL Nov 2022

πŸ† Achievements

Achievement Recognition Organized By
1st Runner-Up β€” Ideathon Grand cash award + β€œOut of the Box Thinker” title LearNowX, Cloud Analogy
Top 10 Startups across India β€” MeitY Grand Challenge National Top 10 Startup recognition IIT Hyderabad
1st Runner-Up & Grand Prize Winner β€” Pitch Fest 2023 Grand prize recognition Sri Eshwar College of Engineering
1st Runner-Up β€” GuviDanJRhackathon 2024 Goodies, premium learning access & internship opportunity GUVI Geek Networks
β€œAgent of Change in Tech” β€” Tech for Good Hackathon Title award Google Developers Group Coimbatore
Top 30 β€” Amazon Smbhav Hackathon 2024 Qualified for Prototype Round Amazon
Top 5 β€” Google GenAI Exchange Hackathon 2024 Top 5 recognition & Google goodies Google
TNSI EDII-TN Ideation Camp Selected participant TNSI EDII-TN
DevHack 2023 Finalist Startup TN, TCE, Maxelerator Foundation, Young Indians Madurai, GDG
Mini Project Expo 2023 Second prize Sri Eshwar College of Engineering
The Pitch 2023 Semi-finalist Startup TN & Coimbatore Vizha
SECE Internal Hackathon 2022 Hackathon finale participant Sri Eshwar College of Engineering
MEDICNIK Consolation prize Karpagam Academy of Higher Education

Recognized by: MeitY Startup Hub Β· SINE Β· TNSI Β· IIT Hyderabad Β· Zoho Β· Cloud Analogy Β· GDG Β· Guvi Β· LearnowX Β· TCE Β· SECE Β· StartupTN Β· Vizha Β· Karpagam


🌍 Open Source & Collaboration

I actively build and maintain personal AI and full-stack projects in the open (see Featured Projects above) and I'm continually looking to collaborate on:

  • Open-source Agentic AI / multi-agent tooling built on AutoGen, LangChain, or MCP
  • RAG pipelines and vector-search utilities
  • MERN-stack developer tools and component libraries

If you're working on something in this space, feel free to open an issue, start a discussion, or reach out directly.


πŸ“Š GitHub Analytics

GitHub Stats GitHub Streak
Top Languages Activity Graph



GitHub Trophies

πŸ”¬ Currently Exploring

  • Advanced Agentic AI architectures and multi-agent orchestration patterns
  • Model Context Protocol (MCP) design patterns for tool-using agents
  • Deeper Retrieval-Augmented Generation (RAG) system design
  • Production-scale Generative AI deployment on Microsoft Azure & Google Cloud

πŸ“« Connect With Me

LinkedIn GitHub Instagram


✨ Fun Facts

  • 🧩 I've gone from a β‚Ή15,000 college pitch-fest prize to a Top 10 national MeitY recognition β€” same problem-solving instinct, bigger stage.
  • πŸ—£οΈ One of my proudest builds lets someone create a full website using only their voice, in 22+ languages.
  • 🩺 I've shipped AI that speaks the language of hospitals β€” literally, via FHIR & SNOMED-CT standards.
  • πŸ… I've collected hackathon hardware in three categories: cash prizes, internships, and "Agent of Change" titles.
  • πŸ€– My LinkedIn-to-Azure journey started with a chatbot course and ended with architecting agentic AI systems.


"The best way to predict the future is to build it β€” one well-architected agent at a time."

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Thanks for stopping by β€” let's build something intelligent together.

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