working full time as MERN stack developer, and building reviewai.pro as side hustle.

amin tai • Peerlist

ReviewAI analyzes Amazon product reviews using GPT-4.1 and delivers a BUY, SKIP, or CAUTION verdict in 10 seconds — so you never get tricked by fake reviews again. 1.0 Origin StoryFakespot — the most widely used Amazon fake review detector — was shut down by Mozilla in July 2025 after years of operation. Millions of users suddenly had no tool to detect manipulated reviews.ReviewAI was built to fill this gap, with a fundamentally better approach: not just detecting fake reviews, but delivering actionable purchase verdicts backed by AI reasoning.The Fakespot shutdown is the central positioning event in ReviewAI's market narrative. Every Fakespot-related search is ReviewAI's opportunity. 1.1 The Core Problem ReviewAI SolvesAmazon's star rating is the most manipulated number in e-commerce. Products with 4.5 stars and thousands of reviews are routinely boosted by fake, incentivized, or coordinated reviews. The star rating tells you nothing about whether a product is actually good.Users currently deal with this by spending 30–45 minutes:<ul><li>Reading Reddit threads for "[product name] reddit" searches</li><li>Manually filtering 1-star reviews</li><li>Checking review dates for coordinated patterns</li><li>Cross-referencing multiple sources</li></ul>ReviewAI compresses this entire process into 10 seconds.Section 2 — How ReviewAI Works2.1 Three Steps<ol><li>User pastes an Amazon product URL into ReviewAI</li><li>GPT-4.1 analyzes the review corpus — patterns, language, timing, sentiment distribution, deal breakers, and reviewer authenticity signals</li><li>ReviewAI delivers a structured verdict: BUY, SKIP, or CAUTION — with full reasoning, scores, and persona-specific guidance</li></ol><h3>2.2 What Every Report Contains</h3>Primary Verdict<ul><li>BUY — Product is trustworthy, reviews are authentic, recommended for purchase</li><li>CAUTION — Mixed signals, some risk factors present, buy with awareness (not the same as SKIP)</li><li>SKIP — Significant red flags, fake review patterns detected, avoid this product</li></ul>Trust Score &amp; Confidence Score<ul><li>Trust Score (0–100): Measures review authenticity and reliability</li><li>Confidence Score (0–100): Measures how certain the AI is in its verdict</li><li>Letter Grade (A–F): Maps verdict + trust score into a familiar grading scale</li></ul>Persona-Based Verdict Mode (5 Buyer Profiles)The same product is analyzed through 5 different buyer lenses. Each persona weights different risk factors differently:<ol><li>Budget Buyer: Value for money, acceptable tradeoffs on premium features</li><li>Durability Focused: Penalizes durability risk heavily — long-term ownership lens</li><li>Risk-Averse: Penalizes all risk types — most conservative verdict profile</li><li>Tech Enthusiast: Confidence score, performance specs, reviewer expertise</li><li>Gift Buyer: Penalizes return risk and appearance inconsistencies — gifting safety</li></ol>

ReviewAI

1000Farmacie is the union of the best Italian pharmacies that work daily in contact with the public. We have decided to join together and make our warehouses available to you, to create a common one where you can always find the product you are looking for at the best price, taking advantage of the availability and discounts that pharmacies offer. On 1000farmacie.it you will find only products authorized for online sale and with the CE guarantee mark, for this reason we guarantee you maximum seriousness and reliability. Our mission is make our customers satisfied. 1000Farmacie was created to offer the three things everyone needs: Choice : find all the products you want and need; Control : you choose the pharmacy from which to order according to your needs; Speed : receive the products directly to your home in the shortest possible time. The values that our pharmacies have in common are the backbone of our platform . Our pharmacists offer excellence and customer-centered care and are dedicated to their well-being with care and attention, on a daily basis. 1000Farmacie carefully selects each pharmacy to ensure that these values are transmitted to the customer at all times.

1000Farmacie

Break out is basically bricks and ball game developed using canvas html API and with pure vanilla javascript to handle different bricks and ball events.

Break Out

This is a basic colour Guessing Game user have multiple color option and they have to guess the correct RGB values of the colour. I've used vanila Js and some simple html and css to develop this project.

Colour Guessing Game

Developed and implemented an Enterprise Resource Planning (ERP) for a prominent diamond manufacturing company based in Surat. The ERP system enabled comprehensive tracking of stocks, sales, and HR processes, streamlining their operations for improved efficiency. Utilized technologies such as React, AntD, Python, Django, and PostgreSQL to create a robust and user-friendly software solution.

ERP System for Diamond Manufacturing Company

Link : https://infonoblehse.vercel.app/ Infonoblehse is Empowering a Sustainable Future Elevate workplace well-being, safety, and efficiency with our comprehensive solutions in Environmental Health, Fire Safety, and HR Payrolls. : Utilizes Next.js and Vercel for website development and deployment, with Node.js powering the backend.

Infonoblehse

Working on Pokedex was cool , this was the project that I enjoyed the most it's basically a Pokedex with all the Pokemon details devloped using  https://pokeapi.co/ poke api is easily accessible through a RESTful API.

Pokedex

- Developed an AI-powered platform that enables users to generate short videos with captions, audio, and visual effects based on customizable inputs. - Designed a coin-based monetization model, allowing users to buy credits and generate content based on their usage. - Implemented multi-language video generation and support for various story types, durations, and image styles. - Built a seamless user flow: from content selection → AI video generation → preview → download/share. - Integrated AI models for script-to-audio and image transformation to automate creative production. - Designed an intuitive and responsive landing page & dashboard with smooth animations and branding. - Focused on scalability, optimizing both frontend performance and backend response time. - Integrated social sharing features to boost user engagement and virality. Key Features - AI-driven story-to-video pipeline - Customizable video inputs (type, language, duration, story) - Captioned videos with text-to-speech support - Video download & share options - Gamified coin-based system for usage control - User authentication & credit tracking Tech Stack - Frontend: React.js, Next.js, Tailwind CSS, Framer Motion - Backend: Node.js, Supabase (DB + Auth), Firebase (video storage + CDN) - AI & Automation: Google Gemini API, Text-to-Speech, Image transformation tools - Payments: Stripe for coin purchases - Deployment: Vercel - Others: Clerk (auth), Zustand (state), FFmpeg (optional for video handling) Live Link https://short-video-generator-ai-ebon.vercel.app/

Prompt to HD Video Generation

React Food App is basically food ordering application devloped using react and redux . i've used firebase and google auth to authenticate user.

React-Food-App

This is a real time bidirectional chat application made up using websockets and socket.io library with node and express js npm library module.