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Goal-driven research agent that returns verified, hallucination-free answers. Gemini 2.5 Flash plans the searches, a dual-engine filter removes fabricated sources, all through the MongoDB MCP server.
Engineering Innovation
Know-Way is an adaptive AI learning roadmap that uncovers what you don't know, visualizes personalized skill graphs, and guides learning with Gemini, ADK, and MongoDB MCP.
The autonomous health dashboard you talk to.
An agentic AI study platform where students share notes, and a Gemini-powered bot searches, tutors, quizzes, and remembers their weaknesses — all backed by MongoDB Atlas.
Criterion AI evaluates students' open-ended answers step-by-step using real Cambridge mark schemes to award partial credit, while tracking exact topic weaknesses to guide their next study session.
NovaDesk: Secure enterprise IT automation powered by FastAPI and Google Cloud, featuring MongoDB-backed employee verification and instant diagnostic ticketing.
Never miss a compliance deadline again. ComplianceOS maps your obligations, flags urgency, detects new-law impact, predicts penalties, and auto-drafts filings for Indian MSMEs — for ₹500/month.
AI code reviews that actually understand your codebase.
"Your body moves. Our AI watches, coaches in bilingual voice at 30 FPS, and automates your health journey—all in a browser tab."
CensorShield is an AI video pipeline that instantly sanitizes media. It replaces audio profanity with a 1000Hz beep via transcription and uses computer vision to dynamically blur explicit frames.
Everything Students Need, In One Place.
AI Gym & Fitness Assistant uses AI, computer vision, and smart analytics to deliver personalized workouts, diet plans, posture correction, habit tracking, and motivational coaching in one platform.
A beginner-friendly platform that teaches developers how to build, launch, and monetize modern SaaS apps using Next.js, AI tools, authentication, payments, and real-world workflows.
A private family platform for coordinating events, tracking birthdays, and staying connected with role-based access, real-time notifications, and a polished mobile-first UI.
AI agent built with Google Cloud Agent Builder and MongoDB via MCP. It automates architectural lighting audits, instantly calculating lux deficits and energy ROI.
AI-powered restaurant operations assistant for tracking inventory, monitoring expenses, detecting operational risks, and generating business insights through a modern SaaS dashboard.
A reasoning agent for the SOC. Splunk alerts become full incident reports -- causal chains, blast radius, ranked actions -- in seconds. Every claim cited to the source event
An autonomous AI agent for real-time fraud detection and investigation
An AI photography mentor with persistent portfolio memory. It adapts to who you are — a hobbyist building skill or a working pro selling prints — and remembers every frame you shoot.
Data federation and Runtime context management for enterprise AI.
An AI study companion that learns student behavior, predicts burnout, and generates adaptive study plans to maximize focus, consistency, and academic performance.
A Gemini agent using MongoDB MCP tools to analyze terrain and generate grounded deployment plans for outdoor robot fleets, transforming yard data into autonomous rollout plans.
Match. Connect. Create.
