Student founder building AI Compass — helps students find the right AI tool in 2 minutes. Flask + React + ML.

Medhansh Singh  • Peerlist

AI Compass is a student-first discovery platform that helps you find the right AI tool for your exact workflow — without wading through endless listicles of ChatGPT clones.The Problem Students waste hours googling "best AI for essays," "AI for coding homework," or "free ChatGPT alternative" — only to land on the same recycled lists of 50 tools, half of which are dead, paywalled, or irrelevant to a student budget. There's no single place that filters AI tools by what actually matters to a student: goal, budget, skill level, and platform.The SolutionAI Compass solves three questions in two minutes: 1. Which AI tools are actually worth using? 2. Which ones fit a student budget? 3. Which stack fits my exact workflow — writing, coding, research, design, studying?How It WorksSmart Recommendation Engine — A multi-step quiz asks about your goal, budget, and skill level. A TF-IDF + cosine similarity model generates a personalized AI stack of 3 to 6 tools tailored to you. 400+ Curated Tools — Every tool is hand-reviewed for student fit, not bulk-scraped from the internet. Editorial Collections — Curated lists like "Best Free AI Tools for Students," "AI for Academic Research," and "Coding AI on a Budget." Tool Detail Pages — Real ratings, reviews, metadata, and related tools. Favorites &amp; Dashboard — Save tools, track what's working, and get personalized recommendations as your needs evolve. Who It's ForStudents, early-career builders, and anyone tired of AI tool listicles that all blur together. Whether you're writing your thesis, learning to code, building a side project, or just trying to get assignments done faster — AI Compass helps you skip the noise and find what actually works. Why It Exists Built by a student, for students. After watching peers waste hours every week on the same "what AI should I use" question, I built the tool I wished existed in my first semester. Try the quiz at <a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline" href="http://ai-compass.in">ai-compass.in</a> — your AI stack in 2 minutes.

AI Compass

Developed a comprehensive web-based platform to streamline the flight booking process, simulating a real-world airline reservation system. Technical Implementation: Backend Development: Built the core application logic using Python (specifically [Insert: Flask or Django]), handling routing, request processing, and server-side validation. Frontend Interface: Designed a responsive user interface using HTML5 and CSS3, ensuring a seamless booking experience across devices. Database Management: Implemented a relational database (SQL) to efficiently store and retrieve complex data sets, including flight schedules, passenger manifests, and booking records. Key Features: Dynamic Search Engine: Created a search algorithm allowing users to filter flights by source, destination, and date. User Authentication: Integrated secure login and registration systems to manage user profiles and booking history.

Flight Reservation Management System

Designed and prototyped an automated solution for smart waste management, integrating mechanical and electronic systems. Technical Implementation: Embedded Control: Programmed an Arduino Uno using C++ to serve as the central processing unit for the system. Actuation System: Interfaced Servo Motors and Motor Drivers to control the mechanical lid and sorting mechanisms with high precision. Circuit Design: Engineered a custom circuit layout to power multiple components efficiently, integrating salvaged electronic parts to optimize cost and sustainability. Key Features: Automated Operation: Replaced manual interaction with sensor-based triggers for touchless usage. Component Integration: Successfully synchronized input from sensors (Camera/IR) with mechanical output. Rapid Prototyping: Iterated through hardware designs to create a functional proof-of-concept.