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Mandy1200/README.md

 Hey, I'm Mandeep Ray!

A Full-Stack Developer & AI Engineer crafting intelligent, scalable, and user-centric applications.

I transform complex problems into elegant solutions, blending machine learning with robust backend and frontend technologies. Currently exploring the frontier of Generative AI with LangChain, RAG, and local LLMs.


💼 Work Experience

AI Engineer Intern — Crawlli (Decemeber–March)

Tech: React.js, TypeScript, Tailwind CSS, Vite , Node.js, Supabase (PostgreSQL), LiveKit, WebRTC, Websockets, Zustand

  • Architected a production-grade multi-tenant AI voice platform using React, TypeScript, Supabase, and LiveKit, enabling real-time agent orchestration, workflow automation, and analytics.
  • Designed a scalable Supabase PostgreSQL backend with RLS, RBAC, authentication, and real-time synchronization for secure multi-tenant deployments.
  • Built a no-code workflow engine for AI-driven voice pipelines (Voice Call → AI Processing → Retry Logic → SMS → CRM Integration → Webhooks) , integrating LLMs, STT, TTS, SMS, CRM, and webhooks.
  • Reduced voice response latency by 75% (≈1000 ms → ≈250 ms) through streaming optimization and efficient LLM/STT/TTS pipeline design.
  • Developed secure REST APIs and reusable TypeScript components, improving maintainability, onboarding, and overall development velocity.

Full-Stack Developer — Kurators (September–November)

Tech: React.js, PHP, Composer, jQuery, Automation

  • Built production-ready modules for an artisan marketplace, including dashboards, workflow automation, and product management systems.
  • Developed reusable UI components in React, improving development efficiency and user experience.
  • Automated backend processes using PHP + Composer, reducing manual workload by 40%.
  • Strengthened digital presence for artisans, enhancing product visibility and storytelling.

🚀 What I Do

  • 🧠 AI & Machine Learning: Architecting and deploying end-to-end ML pipelines, building intelligent agents with LangChain/LangGraph, and running local inference with Ollama.
  • 💻 Full-Stack Development: Building performant, responsive web applications with the Next.js/React ecosystem and powering them with robust Node.js/Express backends.
  • 🛠️ Data-Driven Apps & Viz: Transforming raw data into interactive applications and insightful dashboards using Streamlit, Plotly, and Power BI.
  • ☁️ DevOps & Tooling: Proficient in Linux/Bash, version control with Git, and containerization concepts, ensuring smooth development and deployment cycles.

🛠️ My Tech Stack








✨ Featured Projects

🧠 luME – Secure Self-Healing Multi-Agent Cognitive Runtime(In Developing Phase)

A research-grade multi-agent runtime that safely executes AI-generated code using AST sandboxing, multi-LLM consensus, LangGraph orchestration, runtime anomaly detection, and reinforcement learning feedback.

Demo | GitHub Repo

Python LangGraph PyTorch Groq SQLite

✈️ KanonesKa – Hybrid RAG Travel Intelligence Platform

A production-grade Hybrid RAG assistant combining FAISS, BM25, cross-encoder reranking, stateful travel planning, Supabase cloud sync, and optimized semantic retrieval for outbound Indian travelers.

Demo | GitHub Repo

FastAPI PyTorch FAISS Supabase LangGraph RAGs Transformers

🐝 SmartBloom – Automated Pollination Robot

A robotics-powered agricultural platform using Edge Impulse machine learning models and embedded hardware for precision pollination.

Website | GitHub Repo

Arduino Edge Impulse C++ IoT Machine Learning

🗣️ SilentSpeak – AI Assistive Communication Device

A wearable AI communication system translating Morse inputs into multilingual speech using embedded hardware and machine learning.

Website | GitHub Repo

Python IoT Machine Learning React

🚁 Swift Relief – Disaster Response Drone System

An autonomous disaster-response platform integrating GPS navigation, obstacle detection, and intelligent routing for emergency supply delivery.

Website | Demo

IoT Python GPS React

💻 CodeZen – Collaborative Coding Platform

A collaborative development environment featuring live collaboration, AI-assisted coding, project workspaces, and real-time synchronization.

Website

Next.js React Node.js WebSockets

🧘 Claravita – Lifestyle Wellness Predictor

An explainable AI platform for burnout prediction using SHAP-based model interpretability and interactive visual analytics.

Live Demo | GitHub Repo

Streamlit SHAP Plotly scikit-learn

🧠 NeuroHire – AI Resume Analyzer

An NLP-powered resume screening platform using BERT embeddings and FAISS similarity search for candidate matching and ranking.

Live Demo | GitHub Repo

BERT FAISS Streamlit Python


🏆 Achievements & Recognition

🗣️ SilentSpeak

AWS Credit Program Selection
Selected at the prestigious PITCH ‘n’ WIN event at IIT Bhubaneswar for innovation and potential.

🐝 SmartBloom

Multi-Hackathon Champion (5x Winner)
Dominating the innovation circuit with wins at: IIIT D3 Fest, Silicon SparkUp Summit, Silicon Techtronics 2024, Utkarsh 2024 (StartUp Odisha), and the MSME IDEA Hackathon 4.0.

💻 CodeZen

Dual Hackathon Winner
Secured top positions for its collaborative features at the IIIT BBSR Invento Expo Advaita & ELYSIUM 2025 KODLAMA (AI Hackathon).

🤝 Let's Collaborate!

I'm always excited to connect with new people and explore new opportunities. I'm currently open to:

  • AI/ML Research Internships (Remote or In-Person)
  • Open-Source Contributions in ML, GenAI, or Frontend tools
  • Freelance/Contract Roles focused on AI-driven web applications
  • Collaborating on innovative tech projects

Made with ❤️ and a lot of ☕

Pinned Loading

  1. KanonesKa KanonesKa Public

    A hardware-accelerated Hybrid-RAG assistant and stateful planning wizard for outbound Indian travelers, managing visa rules, custom limits, and multi-leg Dijkstra flight routing.

    Python

  2. luME luME Public

    A research-grade multi-agent Cognitive OS runtime featuring static AST code sandboxing, local PyTorch threat detection autoencoders, and automated self-healing execution via LangGraph.

    Python

  3. SmartBloom SmartBloom Public

    Forked from ankit071105/SmartBloom

    Revolutionizing Pollination for Vertical Farming Using IoT & Robotics

    HTML

  4. Claravita Claravita Public

    Whether you're a student, a working professional, or anyone seeking healthier routines — this app is your personal wellness dashboard, driven by machine learning, explainable AI (SHAP), and visual …

    Python

  5. SwiftRelief SwiftRelief Public

    A Next.js Ground Control Station (GCS) for drone-based emergency medicine delivery featuring real-time serial hardware control, OpenRouteService pathfinding, and interactive React-Leaflet live trac…

    JavaScript

  6. Mutexa Mutexa Public

    A production-grade event-driven workflow orchestrator implementing the Saga Pattern with Event Sourcing, Redis-backed idempotency, and automated compensation handling.

    Python


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