REG 03 // PAYLOAD MANIFEST
PROJECTS
Payloads deployed to orbit — each a satellite released along the mission and now running on its own. Select an orbit to filter the manifest.
ORBIT SELECT
Showing 21 of 21 projects.
AI Agents · PRIMARY PAYLOAD
Connective AI Platform
Nov – Dec 2025A multi-tool AI chat platform built on the Model Context Protocol — integrating GitHub, Notion and Google Services MCP servers, with a FastAPI + Gemini 2.0 Flash backend for LLM-driven tool routing.
PYTHON · FASTAPI · REACT · MCP · GEMINI
- AI Agents
- MCP
- LLM
- Full-Stack
Computer Vision · PRIMARY PAYLOAD
Roller Defect Detection
Jul – Nov 2025A real-time YOLOv8 vision system detecting roller defects — rust, dents and surface damage — with a Tkinter GUI and MySQL backing for inspection, tracking, analysis and reporting.
PYTHON · OPENCV · YOLOV8 · TKINTER · MYSQL
- Computer Vision
- AI / ML
Computer Vision · PRIMARY PAYLOAD
Fake IC Detection
Sep – Oct 2025A computer-vision system that flags counterfeit IC chips via image analysis and classification, paired with a React interface for real-time inspection and automated authenticity verification.
PYTHON · OPENCV · YOLOV8 · PADDLEOCR · REACT · MYSQL
- Computer Vision
- AI / ML
- Full-Stack
AI Agents
Omni-Channel
2025A multi-modal AI backend that unifies text, audio and documents into one context pipeline, with embedding-based routing over structured interaction history.
TYPESCRIPT · LLM · RAG · EMBEDDINGS
- AI Agents
- LLM
- Backend
Backend
Jewellery E-commerce API
2025A robust RESTful API for a high-end jewellery store — secure authentication, clean data modelling and an ALS-driven recommendation layer.
TYPESCRIPT · NODE.JS · PRISMA · POSTGRESQL
- Backend
- Full-Stack
MCP
MCP Hub
2025An orchestration layer that unifies multiple Model Context Protocol servers under a single access point, so one LLM client can reach many tools and data sources.
PYTHON · FASTAPI · MCP
- MCP
- AI Agents
- Backend
AI Agents
Negotiation AI Agent
2025An autonomous agent that negotiates product prices in real time, reasoning over context with an LLM and a FastAPI service layer.
FASTAPI · LANGCHAIN · GEMINI
- AI Agents
- LLM
- NLP
AI / ML
Resume Builder & Analyzer
2025An AI-powered tool that builds and scores résumés using Hugging Face models, with a Flask service and MongoDB persistence.
FLASK · MONGODB · HUGGING FACE
- AI / ML
- NLP
- Full-Stack
Data Science
Flight Price Prediction
2025A regression model estimating flight ticket prices from historical and contextual travel data, served through an interactive Streamlit app.
PYTHON · SCIKIT-LEARN · STREAMLIT
- Data Science
- AI / ML
AI / ML · PRIMARY PAYLOAD
Network Telemetry
2026An AI-driven network telemetry platform that collects, analyzes and surfaces real-time network metrics and anomalies for operational insight.
PYTHON · ML · TELEMETRY
- AI / ML
- Backend
- Data Science
AI Agents
Compliance Crew
2026A multi-agent system that automates compliance checks and reporting by coordinating specialized AI agents.
PYTHON · AI AGENTS · LLM
- AI Agents
- LLM
- MCP
AI Agents
Discovery Agent
2026An autonomous research agent that explores sources, gathers context and synthesizes findings end-to-end.
PYTHON · LANGCHAIN · LLM
- AI Agents
- LLM
- NLP
MCP
MCP Deck
2026A control deck for managing and orchestrating Model Context Protocol servers from a single dashboard.
TYPESCRIPT · REACT · MCP
- MCP
- AI Agents
- Full-Stack
Backend
API Hub
2026A unified API gateway that aggregates and routes services behind one typed, secure access layer.
TYPESCRIPT · NODE.JS · REST APIS
- Backend
- Full-Stack
Computer Vision
Jewelry Visual Inspection
2026A computer-vision system that inspects jewelry for defects and quality using image analysis.
PYTHON · OPENCV · YOLOV8
- Computer Vision
- AI / ML
Computer Vision
Hand Sign Detection
2025A real-time computer-vision model that recognizes hand-sign gestures from a live camera feed.
PYTHON · OPENCV · TENSORFLOW
- Computer Vision
- AI / ML
AI / ML
Kerala Farmer Assistance
2025An AI assistant that helps farmers with crop guidance, queries and decision support in their own language.
PYTHON · NLP · LLM
- AI / ML
- NLP
- Full-Stack
LLM
Humanised Content Generator
2025An LLM tool that rewrites and humanises generated text so it reads naturally and consistently.
PYTHON · LLM · NLP
- LLM
- NLP
- AI / ML
LLM
Cricket QA Bot
2025A retrieval-augmented chatbot that answers cricket questions over a curated knowledge base.
PYTHON · RAG · LANGCHAIN
- LLM
- NLP
- AI Agents
Computer Vision
Dog Breed Classification
2025A deep-learning image classifier that identifies 120+ dog breeds via transfer learning.
PYTHON · TENSORFLOW · KERAS
- Computer Vision
- AI / ML
- Data Science
Backend
Hotel Management System
2024A full-stack hotel operations platform for bookings, rooms, billing and staff management.
FLASK · MYSQL · HTML
- Backend
- Full-Stack