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Cover image for Most LLM outputs fail in
Most LLM outputs fail in production because prompt testing is done by manual eyeballing. The Universal Prompt Evaluation Workbench - a developer tool that quantitatively benchmarks and scores prompts before deployment. Core Features: Multi-Provider Rig: Switch between Google Gemini (gemini-3.8-flash), Groq, and OpenAI with unified dispatch. Inference Controls: Test Temperature, Top-P, and token limits to eliminate output drift in real time. Automated 4-Pillar Judge: Instantly grades responses (0–100 & Letter Grade) on Format, Grounding, Completeness, and Latency. Math Checksums: Deterministic math verification for structured receipt and invoice data. Watch the 90-second demo to see it catch a failing prompt (Grade F) and validate an optimized, schema-enforced prompt (Grade A — 98/100). 🌐 Live Working Tool: https://lnkd.in/dwwQDk_2 (https://lnkd.in/dwwQDk_2)🔗 GitHub Repo: https://lnkd.in/d-tY4ri3 (https://lnkd.in/d-tY4ri3)#AI (https://www.linkedin.com/search/results/all/?keywords=%23ai&origin=HASH_TAG_FROM_FEED) #PromptEngineering (https://www.linkedin.com/search/results/all/?keywords=%23promptengineering&origin=HASH_TAG_FROM_FEED) #LLMOps (https://www.linkedin.com/search/results/all/?keywords=%23llmops&origin=HASH_TAG_FROM_FEED) #Python (https://www.linkedin.com/search/results/all/?keywords=%23python&origin=HASH_TAG_FROM_FEED) #FastAPI (https://www.linkedin.com/search/results/all/?keywords=%23fastapi&origin=HASH_TAG_FROM_FEED) #Groq (https://www.linkedin.com/search/results/all/?keywords=%23groq&origin=HASH_TAG_FROM_FEED) #GoogleGemini (https://www.linkedin.com/search/results/all/?keywords=%23googlegemini&origin=HASH_TAG_FROM_FEED)
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Cover image for Falcon-inspired T-shirt graphics combining powerful
Falcon-inspired T-shirt graphics combining powerful bird imagery, bold typography, rugged details, and a strong outdoor-inspired fashion aesthetic. With 10+ years of experience in fashion and apparel design, I create trend-driven, commercial-ready T-shirt graphics for fashion brands, clothing labels, manufacturers, and creative agencies. From powerful animal-inspired artwork to bold typography, streetwear, and lifestyle graphics, I transform creative ideas and references into original apparel artwork designed for real-world production. Currently open to freelance projects, brand collaborations, and apparel graphic design opportunities. 📩 DM me for freelance collaborations & projects. #TShirtDesign #ApparelGraphicDesign #FalconInspired #AnimalGraphics #FashionGraphicDesign #StreetwearDesign #ApparelDesign #FreelanceDesigner #GraphicDesign
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Cover image for THE JOURNEY TO RETURN is
THE JOURNEY TO RETURN is essentially a coming-of-age story - a journey back home by someone who has spent years longing for it. A personal tale about maturity, happiness, melancholy, and that strange feeling of finding your way back to something you thought you'd lost. The film started, as most of my projects do, with a little procrastination. I was browsing the The Met (https://www.metmuseum.org/?utm_source=chatgpt.com), came across John White Alexander's Repose, and immediately started wondering about the girl - Who is she? Where is she? Is she asleep? Dreaming? Is she happy? Where does she live? Then The Waterfall paved the way for the visual journey, and suddenly I had my hook. From there, I collected the artworks and artifacts, sketched the first storyboard on paper, worked out the camera movements, transitions and character dynamics, and then built the complete storyboard with GPT. After a LOT of testing - photoreal, animation, stop-motion - I finally landed on an organic, painterly animation language. That felt right for this story. Then came the actual production: character sheets, object references, shot lists, Seedance, Veo, Nano Banana, Flora, After Effects and Premiere. The biggest lesson? AI video production is very much a one-man army job. You become the director, AD, cinematographer, VFX artist, editor, sound designer and sometimes even the person arguing with yourself about the budget. And with a limited budget, planning becomes everything. I used Veo 3.1 and Seedance 2.5 as my main weapons of creation, with Seedance doing most of the heavy lifting. I tested cheaply first - if a shot worked at lower resolution and shorter duration, then I pushed it further. I also deliberately chose a stylized painterly look because it gave me a little room to cheat - especially at lower resolutions. Once the shots were locked, it was time for the final layer: custom animated paint textures, film grain, compositing in After Effects, and the final edit and sound mix in Premiere. And that's pretty much the journey. Hope you like it. Thank you.
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Cover image for WorkNear – AI-Powered Local Service Marketplace WorkNear is ...
WorkNear – AI-Powered Local Service Marketplace WorkNear is a smart mobile application designed to connect people with trusted local service professionals quickly and easily. The idea came from a common everyday problem: when we need an electrician, plumber, carpenter, cleaner, or technician, finding a reliable person nearby is often difficult. People usually depend on word-of-mouth recommendations, which can be time-consuming and uncertain. At the same time, many skilled workers struggle to find new customers and grow their services. WorkNear creates a bridge between customers and local professionals by providing a trusted digital marketplace where users can discover, compare, and book services with confidence. With WorkNear, customers can search for nearby service providers, check their profiles, compare ratings, experience, pricing, and availability before making a decision. Users can either directly book a professional or post their requirements and receive multiple offers from available workers. For service professionals, WorkNear provides a platform to build their digital presence, create verified profiles, display their skills and previous work, manage customer requests, communicate with clients, and receive secure payments. This helps local workers get more opportunities and grow their businesses. To make the platform more intelligent and user-friendly, I integrated AI-powered features: • AI Service Recommendation: Understands the user's problem description and suggests the most suitable service category and professional. • AI Repair Cost Estimation: Users can upload images of damaged items, and AI helps estimate possible repair costs before booking. • Smart Worker Matching: Uses location, skills, ratings, experience, and availability to recommend the best professional for each requirement. • Real-Time Communication & Booking Management: Allows customers and workers to chat, confirm details, track bookings, and manage services smoothly. The prototype focuses on a clean, modern, and simple user experience where trust and convenience are the main priorities. The design system was created to make the application accessible for everyone, including users who may not be highly familiar with technology. The vision behind WorkNear is to transform the way people access local services by making professional help available as easily as booking a ride. At the same time, it empowers skilled workers by giving them a digital platform to showcase their abilities, connect with more customers, and build sustainable careers. WorkNear is not just a service booking app—it is a platform that connects communities, supports local businesses, and uses AI to solve real-world problems. 😊 https://app.flowstep.ai/file?activeFileId=60aff04f-00b6-44ab-a90c-1052e5f212e1 https://www.linkedin.com/posts/upendra-baishya-a36ba831b_flowstepchallenge-flowstepchallenge-uiux-ugcPost-7487913605468807168-5iLE/?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFEoGcoBifeYinbX7vFdPysOfLKJdB923Dc
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Cover image for Personal Developer Portfolio Website Designed and
Personal Developer Portfolio Website Designed and developed a responsive, high-performance developer portfolio platform to showcase custom full-stack web applications and premium UI/UX designs. The core objective was to build a modern, high-converting digital presence that builds immediate client trust, demonstrates end-to-end web engineering capabilities, and converts visitors into active leads. Key Features & Highlights: Interactive Project Showcase: Integrated dynamic video previews and high-resolution image galleries for full-stack and UI/UX projects, allowing prospective clients to experience live application workflows instantly. Fluid Motion & Micro-Animations: Engineered smooth scroll effects and state transitions powered by GSAP, creating an engaging, editorial-grade visual experience that holds user attention. Custom Desktop & Mobile UI/UX: Implemented a modern macOS-inspired floating dock navigation and responsive layouts tailored for flawless performance across desktop, tablet, and smartphone screens. Seamless Lead Generation: Integrated real-time contact forms using Formspree to enable frictionless communication between clients, recruiters, and collaborators. Optimized Performance & Speed: Built on a lightweight, modern React 19 architecture bundled with Vite to ensure fast initial load times, crisp typography, and fluid 60 FPS interactions. Tech Stack: Frontend: React 19, Vite, JavaScript (ES6+) Styling & UI: Custom CSS3 Design System Animations: GSAP (GreenSock Animation Platform) Integrations: Formspree, Cloudinary (Video Hosting)
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