typescript
OllamaBench
A local LLM benchmarking platform for evaluating and comparing models running through Ollama. It automatically measures: Performance and response latency Quality across reasoning, coding, creative writing, and factual tasks CPU, GPU, and memory usage Multi-model performance comparisons Exportable benchmark reports Everything runs locally with no cloud dependency, keeping benchmark data private. Built with React, TypeScript, FastAPI, Python, SQLite, and Ollama. I built this to answer a practical question: Which local LLM performs best for a specific workload and hardware setup? GitHub: https://github.com/Fortuner47/OllamaBench Would love feedback on the benchmarking methodology and what metrics or evaluation methods I should add next.
Building & Deploying 3 Real-World Websites with Next.js, React & PostgreSQL
Over the past few weeks, I’ve been building and deploying three real-world web projects, each with a different business requirement and technical scope. 🚀 Projects 1. PSDigiLabs Live: www.psdigilabs.in My own digital services and development portfolio, built as a production-ready business website rather than just a static portfolio. Key work included: Next.js App Router architecture React + TypeScript development Tailwind CSS responsive UI Mobile-first responsive design Service and pricing pages Contact and lead-generation workflow PostgreSQL database integration using Neon Server-side API routes for lead capture Make.com webhook integration Google Sheets lead workflow Custom-domain deployment Vercel production deployment Cloudflare DNS and email routing SEO foundations including sitemap and robots.txt Git/GitHub version control 2. Ritika Jaiswal Fashion Live: www.ritikajaiswalfashion.com A luxury fashion website developed with a strong focus on visual presentation, responsive design and content management. Key work included: Next.js + React + TypeScript Tailwind CSS Responsive luxury-fashion UI Product/collection management Admin dashboard CMS-driven content Image and media management Customer authentication Google sign-in Customer testimonial workflow Testimonial moderation Role-based admin functionality PostgreSQL/Supabase integration Row Level Security Dynamic blogs and media pages SEO administration Hero video optimisation Vercel deployment 3. Creative Monks Live: www.creativemonks.in A cinematic photography and creative-services website designed around portfolio presentation and customer enquiries. Key work included: Next.js + TypeScript Responsive frontend development Supabase/PostgreSQL backend CMS-driven stories, films and commercial projects Dynamic service and package pages Contact/enquiry management Admin dashboard Customer testimonial system Moderation workflow Authentication and database security SEO management Google Analytics 4 integration Responsive testimonial marquee Vercel deployment 🧠 What I Learned These projects gave me practical experience across much more than frontend development. I worked through the complete lifecycle: Requirement Analysis → UI/UX → Development → Database → Authentication → APIs → Testing → Git/GitHub → Deployment → DNS → Analytics → Automation I also spent considerable time debugging real production issues involving responsive layouts, database permissions, authentication, email delivery, deployment configuration and third-party integrations. One of the biggest lessons was that building a production website is not only about writing code. It requires understanding the business requirement, designing the workflow, integrating multiple systems, testing edge cases and maintaining the application after deployment. 🛠️ Technologies Next.js • React • TypeScript • JavaScript • Tailwind CSS • PostgreSQL • Neon • Supabase • REST APIs • Git • GitHub • Vercel • Cloudflare • GA4 • Make.com These projects are helping me build practical experience across full-stack web development, business workflow automation, QA/testing and technical project implementation . nextjs react typescript postgresql webdevelopment fullstack showcase
Hey DevConnect! Building AI Voice Agents & Workflow Automations
Hey everyone! I'm Ali Hassan , a Computer Engineering student at UET Lahore focused on building production-ready AI systems and agentic workflows . I specialize in bridging full-stack web development with deep automation pipelines—moving past basic demos to build systems that handle real operations end-to-end. 🛠️ The Stack Behind My Automations: • AI Systems & Voice: Vapi, ElevenLabs, Gemini, Claude, OpenAI, n8n, Pinecone, Lovable AI, v0, Bolt.new • Languages & Web: Python, C++, SQL, JavaScript, TypeScript, React, Node.js, FastAPI, Tailwind CSS, REST APIs • Integrations & Cloud: Green API, Twilio, Airtable, Docker, Vercel, Database Design, Google Sheets, Notion API 💡 What I'm currently building: 1. Production AI Voice & Support Agents: Conversational pipelines with sub-second latency, automated CRM sync, and dynamic lead scoring. 2. Academic AI App: An intelligent platform leveraging LLMs to optimize study workflows and context-aware Q&A for students. Excited to connect with fellow AI builders, showcase technical builds, and collaborate! 📁 Portfolio: https://www.alihassan-builds.me/
I built Trust Check BD after losing 900 BDT to an online scam
In May 2026, I lost 900 BDT to an online scam. The money wasn't the biggest problem. The bigger problem was realizing that before sending money to a seller, there was no simple place where I could search and ask: “Has anyone reported this person or business before?” So I decided to build it. I started Trust Check BD — a free, community-powered platform where people can: → Search phone numbers, bKash/Nagad accounts, websites, Facebook pages, businesses, etc. → See reported scam cases → Submit reports with evidence → Help others avoid similar scams But building it wasn't just about creating a search box. Some of the engineering challenges were interesting: Normalizing Bangla + English search queries Matching different types of identifiers Connecting related reports without uncontrolled database crawling Evidence-based manual moderation Spam and abuse protection Redis caching for repeated searches Localized EN/BN SEO Automatically updating public report pages and sitemap data The most important lesson for me: When you're building a trust product, a false positive can be just as harmful as a missed scam. That's why a submitted report doesn't immediately become a public warning. It goes through validation, evidence collection, and human review first. I documented the full journey—from the original 900 BDT incident to the product architecture, challenges, technology choices, traction, and future roadmap. 👉 Full case study: monirhrabby.com/case-study/trust-check-bd I'm sharing this mainly to document what I learned while building a real product from a very personal problem. Search before you pay. Report when it happens. buildinpublic nextjs typescript mongodb prisma webdevelopment startup trustcheckbd
Personal Task App: DevPort
I built a control center for all the dev servers on my Windows machine. I keep 40+ repos in one GitHub folder, and I kept losing time to the same questions: which terminal is running what, which port is taken, why did the API die, and what was I supposed to work on next. DevPort puts all of that in one window. What it does - Finds my projects on its own. I pick a folder and it scans for repos, then works out what can run: Vite and Next apps, plain Node servers, FastAPI backends, PowerShell dev scripts. It only reads config files. It never runs repo code to figure things out. - Starts and stops services in order. The backend comes up before the frontend, and it waits for each one to be ready before moving on. - Handles port conflicts. If a port is taken, it shows which process owns it and suggests a free one instead of failing. - Checks health. It uses HTTP or TCP checks, and three failures mark a service as degraded. Optional auto-restart backs off (2s, 5s, 15s), then stops trying. - Keeps logs. You can search, filter and download them. Secrets are redacted before anything is written to disk. - Has a to-do planner built in. It supports subtasks, dependencies, dates and tags, plus a Gantt view that draws the dependency links. It rejects circular dependencies.