Selected Team Builds

Work built to solve
practical business problems.

A selection of web, full-stack, and AI-focused projects created by the DevHatch Labs team. Each build reflects our approach to useful, user-focused technology.

AgentForge project preview
01AI / MLFeatured

AgentForge

A multi-tenant AI support agent platform that lets businesses deploy a branded chat widget trained only on their own documents, with a live analytics dashboard, human handoff for unanswered questions, and full data isolation between clients.

Multi-tenant RAG · Live production demo

Next.jsFastAPIRAGMulti-Tenant
MentorSlot project preview
02Full StackFeatured

MentorSlot

A mentorship session and workshop booking platform built to guarantee zero double-bookings and zero overselling under simultaneous demand, with Stripe payments and role-based dashboards for students, mentors, and admins.

Concurrency-safe booking engine · Stripe payments

Next.jsPrismaStripePostgreSQL
Support Ticket SLA Monitor project preview
03AI / ML

Support Ticket SLA Monitor

A machine-learning system that classifies incoming support tickets and predicts which ones are at risk of breaching SLA, paired with a live dashboard that detects when the model's predictions drift from reality.

Fine-tuned DistilBERT · Drift-detection dashboard

PyTorchFastAPILightGBMDocker
Smoke's project preview
04WebFeatured

Smoke's

A custom marketing site and WhatsApp ordering funnel for a Kallar Sayadan QSR — digitizing their full printed menu into a mobile-first, filterable grid where customers build a cart and check out with one pre-formatted WhatsApp message, no POS or backend required.

WhatsApp checkout in one tap · Zero SaaS fees

HTML5CSS3JavaScript
PaperMind AI project preview
05AI / ML

PaperMind AI

A document Q&A tool that answers questions about long research papers with page-cited, verifiable answers instead of confident guesses — grounded in a retrieval pipeline that never lets the model answer from memory alone.

Local embeddings · Inline page citations

PythonNext.jsFlaskGroq
StockFlow AI project preview
06Full Stack

StockFlow AI

An inventory management platform for small e-commerce teams who've outgrown spreadsheets but don't need a full ERP — deterministic demand forecasting and reorder alerts, real-time low-stock notifications, and role-based access control.

Deterministic forecasting · Real-time alerts

Next.jsReactFlaskRedisDocker
EventSphere Pro project preview
07Full Stack

EventSphere Pro

A ticketing and booking platform for small event organizers, with seat-locked bookings that make overbooking impossible, secure role-based accounts for attendees, organizers, and admins, and a built-in revenue analytics panel.

Overbooking-proof seat locking · Revenue analytics

ReactFlaskPostgreSQLDocker
StudySmart AI project preview
08Full Stack

StudySmart AI

A study tracking tool that helps students see where their time actually goes — logging study sessions and turning them into statistical productivity insights and personalized recommendations for improving study habits.

Session tracking · Productivity analytics

PythonFlaskPandasNumPy
Grocery Store Platform project preview
09Full StackFeatured

Grocery Store Platform

A full-stack online storefront for small grocery businesses, built with real production concerns in mind — secure password hashing with login-lockout protection, delivery-slot scheduling, transaction-safe checkout with stock validation, and an admin analytics dashboard.

Delivery-slot scheduling · Transaction-safe checkout

PythonFlaskMySQLBootstrap
Smart Cafeteria project preview
10Full Stack

Smart Cafeteria

A role-based food ordering system with menu management, order handling, dashboard controls, and analytics for smoother cafeteria operations.

Role-based access · Order management

FlaskMySQLBootstrapjQuery
Smart Retail Shelf project preview
11AI / MLFeatured

Smart Retail Shelf

A computer-vision shelf monitoring system built to identify inventory items and support automated stock monitoring workflows.

YOLOv8 · Inventory monitoring

PythonYOLOv8OpenCVDeep Learning
ASL Recognition project preview
12AI / ML

ASL Recognition

A real-time American Sign Language recognition prototype using computer vision and a CNN-based classification workflow.

CNN · Real-time inference workflow

TensorFlowKerasCNNOpenCV
SwiftEats project preview
13Web

SwiftEats

A responsive food delivery website featuring menu filtering, an FAQ accordion, notifications, and smooth interactions.

Responsive UI · Vanilla JavaScript

HTML5CSS3JavaScript
TechNest project preview
14React

TechNest

A React e-commerce experience with product search, cart and wishlist logic, theme switching, and local storage persistence.

React · Local storage persistence

ReactViteFramer Motion
Luxe Commerce project preview
15E-commerce

Luxe Commerce

A premium e-commerce interface designed around polished product presentation, responsive browsing, and a modern shopping experience.

Premium storefront · Clean product browsing

E-commerceResponsive UIProduct Showcase
Watch Store project preview
16E-commerce

Watch Store

A product-focused watch showcase created to present collections, key product details, and a clean digital shopping interface.

Product showcase · Modern storefront

Product UIResponsive DesignE-commerce

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