Computer vision işler

Otomotiv ateşleme bujisi üreteceğimiz yeni tesis için tamamen otomatik bir montaj hattı kurmak istiyorum. Üretim sürecimizde hammadde işleme ve kalite kontrol kısımları mevcut, ancak bu ilan yalnızca montaj hattının tasarımı, ekipman seçimi ve devreye alınmasını kapsıyor. Beklentilerim • Süreç akış şeması, istasyon planı ve hat yerleşim çizimleri • Robot, pres, vidalama‐sıkma, ölçüm ve vision sistemleri dâhil tam otomasyon ekipman listesi • Çevrim süresi, hat dengesi ve verimlilik hesapları • PLC/SCADA mimarisi, sensör seçimi ve güvenlik çözümleri • Tedarikçi önerileri, maliyet kalemleri ve satın alma teknik şartnamele...

I’m looking for a savvy IT professional who can take my computer from “almost ready” to fully updated and secure in one sitting. The job is strictly software-related: I need you to install or upgrade the operating system, set up the latest Office suite, and configure a dependable antivirus / security solution. You’ll get remote access credentials (TeamViewer or AnyDesk—whichever you prefer) plus the licence keys for each product. Once connected, I’d like you to: • Bring the OS up to the most recent stable release, complete with patches and driver updates. • Install Office, activate it, and verify that Word, Excel, Outlook and PowerPoint all launch without errors. • Deploy the antivirus package, run an initial scan, and confi...

...you’ve worked on (links or repositories) Backend and frontend technologies you use Estimated development timeline Preferred working model (fixed price / milestones / modular) Note This project has the potential to evolve into a long-term product. If the collaboration goes well, follow-up projects are planned. If you want, next I can: Align this English version fully with the FizeTech ERP-SaaS vision, or Rewrite it as a short, high-conversion Upwork/Bionluk listing, or Remove items that conflict with your finalized scope (roles, light mode, etc.). Just tell me how strict you want it to be....

...Teknoloji önerisi: React Native / Flutter (geliştiricinin tercihi) - Minimum Android 8.0 / iOS 13.0 desteği ### 2. ANA ÖZELLİKLER #### A) Fotoğraf Çekme/Yükleme Modülü - Kameradan direkt çekim - Galeriden yükleme - **Ürün başına 1-4 fotoğraf** (farklı açılardan) - Otomatik fotoğraf sıkıştırma (depolama optimizasyonu) - Fotoğraf önizleme ve düzenleme #### B) AI Tanıma Sistemi - **OpenAI GPT-4 Vision API** veya **Anthropic Claude API** entegrasyonu - Kategori bazlı analiz: - Hidrolik malzemeler - Makina parçaları - Elektrik/Elektronik - Hırdavat - Diğer endüstriyel parçalar - Her ürün için dönen bilgiler: - **Ürün adı/türü** - **Kate...

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Amazon ekranında ürünlerin satılabilir olup olmadığını öğrenmek için ürün bazlı tek tek arama yapılıyor ve çıkan sonuç excele manuel yazılıyor. Amaç Excel listesindeki ürünleri Web te ekranda sırası ile aramasını yapıp çıkan sonucu excele geri yazmak. Automa, excel makro, Ul vision da denemeler yapıldı ama başarısız oldu.

...comprehensive AI-powered panel for an architecture firm, which I have named SCA-BOT. The goal of this panel is to streamline office operations, automate administrative tasks, and improve overall productivity. Below are the key features, technical specifications, and requirements for the SCA-BOT panel. The scope of this project is broad, and I am looking for an experienced developer or team to bring this vision to life. Project Overview: The SCA-BOT Panel is a sophisticated AI-powered assistant designed to function as a virtual office assistant for an architecture firm. It will automate repetitive office tasks, track project stages, notify users of missing documents, and generate daily motivational messages. The system will be integrated with AI capabilities to assist architects,...

...user experience. The ideal candidate should have a strong understanding of frontend development technologies and frameworks such as React Native, Flutter, or Xamarin. Key Responsibilities: - Collaborate closely with our UI/UX designer to refine and finalize the high-fidelity wireframes, which have been initially drafted in Figma. This iterative process is crucial for aligning the design with our vision for a user-friendly and engaging experience. - Develop the frontend of the mobile app by using a cross-platform development framework to ensure the app is compatible with both Android and iOS devices. React Native or Flutter are preferred. - Collaborate with the backend team to ensure seamless integration. The frontend will communicate with our backend through REST APIs hosted on ...

...customer satisfaction, provide live support via email and the RM3 Panel software, coordinate technical support processes, and keep customers informed. The ideal candidate should be capable of managing complex non-technical relationships, working independently, possessing strong written communication skills, and having proficiency in basic computer programs. Turkish nationals are preferred. Summary: You will focus on customer satisfaction by working at your computer, providing direct support to customers, and coordinating with the customer support and management/finance teams. Applications are accepted through the CAREER section on our website. Redspades . net...

...customer satisfaction, provide live support via email and the RM3 Panel software, coordinate technical support processes, and keep customers informed. The ideal candidate should be capable of managing complex non-technical relationships, working independently, possessing strong written communication skills, and having proficiency in basic computer programs. Turkish nationals are preferred. Summary: You will focus on customer satisfaction by working at your computer, providing direct support to customers, and coordinating with the customer support and management/finance teams. Applications are accepted through the CAREER section on our website. ---> Redspades.net...

...user experience. The ideal candidate should have a strong understanding of frontend development technologies and frameworks such as React Native, Flutter, or Xamarin. Key Responsibilities: - Collaborate closely with our UI/UX designer to refine and finalize the high-fidelity wireframes, which have been initially drafted in Figma. This iterative process is crucial for aligning the design with our vision for a user-friendly and engaging experience. - Develop the frontend of the mobile app by using a cross-platform development framework to ensure the app is compatible with both Android and iOS devices. React Native or Flutter are preferred. - Collaborate with the backend team to ensure seamless integration. The frontend will communicate with our backend through REST APIs hosted on ...

"""458. Nedávno sa môj počítač začal úplne rozpadať. Cievky bzučia, všetko hučí, dokonca aj tie najjednoduchšie hry neťahá. Začal ma to už naozaj štvať. A ja som predsa hráč - milujem hrať nové hry! Musel som chodiť do počítačového klubu, aby som si splnil svoje túžby. Ale to predsa nie je ono, však? (ukázať herný PC) Rozhodol som sa spraviť mini počítačový klub u seba doma! (stlačiť tlačidlo zapnutia) Len sa pozri, aký je krásny! Hneď vidno - silný! A nevydáva žiadne zbytočné zvuky, je super tichý, stoja v ňom drahé chladiče! Teraz budem hrať všetky novinky ako prvý!""&...

...Previous experience developing strategy games - Knowledge of game design principles and mechanics The project will involve designing and developing the game from scratch, including creating the game mechanics, designing the user interface, and implementing multiplayer functionality. The developer must also be willing to work closely with me to ensure that the game meets my specific requirements and vision....

...Kurdish. This position is for male candidates only. For this position you will need a fast internet connection and a performing computer. Your reactivity and skills with the internet are important to me, as you will need to have these skills to successfully perform the tasks you will be assigned. You must also be willing to learn new skills as this role offers many development opportunities. Your main task is to assist me from Monday to Thursday and Saturdays from 8:00 am to 9:00 pm. This position will be rewarded with a salary of 5110 TL. Regardless of your location, you are welcome to apply if you have a reliable internet connection and a performing computer. Fluency in English is essential and knowledge of Kurdish and Arabic would be a plus. I would like to emphasize...

Merhaba 3D Vision, profilinizi farkettim ve size projemi teklif etmek isterim. Detayları sohbet üzerinden tartışabiliriz.

Merhaba Global IT Vision Pvt. Ltd, profilinizi farkettim ve size projemi teklif etmek isterim. Detayları sohbet üzerinden tartışabiliriz.

Merhaba Nadezhda2604, profilinizi fark ettim ve size projemi teklif etmek isterim. İstediğiniz ayrıntıyı sohbet üzerinden tartışabiliriz.

Tasarım son aşamasındadır. Yapılaması gerekenler, web ve mobil sürümün görsel olarak güçlendirilmesi ve dinamik yönlendirmenin anlaşılabilir olmasıdır. Şuan ki hali adresinden gözatılabilir.

Game Content: An mobile game with 79 dots and 38 pawns, candycrush-like, checkers-like, unique, single player and 3 difficulty levels against the computer, with a 2D interface. Project content: UI and Assets are ready. Everything about the mechanics of the game is clear. Apart from this, animation, sound, coding, publishing, en-tr language option, testing if necessary, adding advertisements, monitoring and finalizing the process belong to the seller. Wishes: - Special skills should come with the accumulated combo points and can be used during the game. - At the end of the game, the total score should be calculated from data such as time, number of combos, abilities used, number of moves, etc. - Leveling up, reward system, etc. with the total score calculated. it would be nice. - T...

Merhaba 3D Vision, profilinizi farkettim ve size projemi teklif etmek isterim. Detayları sohbet üzerinden tartışabiliriz.

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Hello, I have been using computer and internet since my childhood and I developed myself on web design, SEO, Digital marketing, graphic design. I have at least 5 years of agency experience and simultaneous freelance experience. What studies can we do together? > Web Design (Personal, Corporate, E-commerce, Special projects) > SEO (100 percent increase in a short time) > Graphic Design (Coolest modern designs for Social Media and Web sites) > Digital Marketing (I make your project or brand popular on all social platforms in a short time and provide the desired return.) Merhaba, çocukluğumdan beri bilgisayar ve internet ortamını kullanmaktayım ve kendimi web tasarım, SEO, Dijital pazarlama, grafik tasarım üzerinde geliştirdim. En az 5 yıllık ajans deneyimim ve...

Java war dosyasını maven projesine dönüştürülmesi gerekiyor. Sistem web tabanlı. İşlem için uzak bağlantı ile bilgisayarıma bağlanıp eclipse üzerinden yapılması gerekmekte. Bilen için 5-10 dk'lık bir işlem. Java war file needs to be converted to maven project. The system is web based. For the process, it has to be connected to my computer with a remote connection and done via eclipse. It takes 5-10 minutes for those who know.

Hi thepasserby82 Merhaba Ankara'da bir şirketiz.,Bir VoIP-SIP programı geliştirmek istiyoruz. Farklı olarak speech to text ile entegre olacak. Bunun örnek kodları github ta mevcut. Bunu imkan veren en iyi voip open source çözümü olarak asteriks bulduk. Türkiye de biri ile çalışmak bizim için da...istiyoruz. Farklı olarak speech to text ile entegre olacak. Bunun örnek kodları github ta mevcut. Bunu imkan veren en iyi voip open source çözümü olarak asteriks bulduk. Türkiye de biri ile çalışmak bizim için daha avantalı olacaktır. İletişim bilgilerini paylaşırsan daha ayrıntılı bir şekilde konuşabiliriz. İyi çalışmalar. NOT: Bütçe miktarı ve süresi örnek olarak doldu...

...Bu büyümeyi özetleyecek bir logo tasarlatmak istiyoruz.. Logo aşamasından sonra kurumsal kimlik tasarımıyla da devam edilecek bir sürece başlamak isterseniz bizimle iletişime geçebilirsiniz.. Hi, As Armada Yazılım, we decided to launch a wind of change. Armada Yazilim, was founded in 1997 as a Value Added Reseller (VAR) for the CAD (Computer Aided Design), CAM (Computer Aided Manufacturing), PDM (Product Data Management) and ERP solutions with a vision to be the #1 resource provider for 3D engineering software and manufacturing productivity tools in Turkey. Our mission is to put the proper engineering tools in the hands of our customers, so they may realize a shorter time to market and a reduction in design, manufacturing and overal...

Coded Stock Chat System Previously Written And I Want I Want You entered someone else unsold both mobile and the computer

English: Existing openGL project will be edited. There are 3 tasks and they are so basic that will only require 2 3 lines of codes for each and it says what to do in tasks. Just simple c++ code and opengl nothing complex. It is on visualstudio 2013 on my computer. Only condition is job will be done by connecting to my computer using teamviewer. I am not able to send the project to you or there is no copying. Turkish: Var olan bir projeye bir kac ekleme yapilacak. neler eklenecegi dosyada yazili. 3 dosya duzenlenicek toplam ve yazilacak kod sayisi 2 3 satir dosya basina. cok basit bir proje var olan bir seyin ustune ekleme yapilacak ve ne yapilmasi gerektigi belirtilmis. Agir C++ kodlariyla degil en basit sekilde. Tek sart teamviewer ile benim bilgisayarima baglanar...

Var olan bir projeye bir kac ekleme yapilacak. neler eklenecegi dosyada yazili. 3 dosya duzenlenicek toplam ve yazilacak kod sayisi 2 3 satir dosya basina. cok basit bir proje var olan bir seyin ustune ekleme yapilacak ve ne yapilmasi gerektigi belirtilmis. Agir C++ kodlariyla degil en basit sekilde. ...yapilacak ve ne yapilmasi gerektigi belirtilmis. Agir C++ kodlariyla degil en basit sekilde. Tek sart teamviewer ile benim bilgisayarima baglanarak yapilacak. Projeyi size gonderemiyorum malesef. An existing opengl project needs to be edited. There are 3 tasks and all tasks are so basic. Its an easy project and each task require 2 3 line of code. Only limitation is you will have to connect my computer via team viewer and complete in any time. I cannot send the project to you. ...

...to create designs that capture the essence of the story and attract the target audience Ideal Skills: - Strong portfolio in fiction book covers - Proficiency in illustration, photography, or abstract design - Creativity and attention to detail Please include samples of your previous work in your bids. My Book for Amazon paperbook By early 2026, artificial intelligence is no longer a distant vision, but an unstoppable reality that is shaking the foundations of our society. AI systems and robots are already intervening in work, the economy, and power structures—faster, more comprehensively, and more profoundly than many expected. This current status report from 2026 provides a relentless analysis: it shows how AI is not only replacing individual jobs, but also challenging...

I have a clear vision for a six-station hair salon and a rough layout that places storage and wash basins along the back wall, four retail racks down the centre, and full-height product displays with a reception desk at the entrance. Before I submit the building-permit package, I need this concept checked and refined so every line on the drawing meets the City of Vancouver bylaws and BC Building Code requirements. The scope includes verifying fire-separation needs, barrier-free access, fixture counts, plumbing-wall clearances, electrical/mechanical coordination and any other regulations the permit reviewer will expect to see addressed. If a conflict appears, I need practical adjustments that keep the design intent intact. Deliverables • Permit-ready architectural floor ...

...my own dev team can later extend. Progressive jackpots are not required at this stage, but keep the architecture flexible so we can bolt that on later without a rewrite. Feel free to use any proven game framework or engine you are comfortable with—Phaser, PixiJS, Unity or custom HTML5/TypeScript—so long as performance stays smooth on mobile and desktop browsers. It should play smoothly on the computer. Deliverables: • Source code for each cloned Pragmatic slot, ready to compile or deploy • Admin panel for balance management, player logs and RTP control • Integration guide and short video walkthrough of the build & config pipeline I will test against the live Pragmatic versions to confirm identical behaviour, visual timing and payout math before s...

...must return its exact coordinates so rescuers can be dispatched quickly. I’m flexible about the imagery source—NASA, ESA, Google Earth, or any other free feed is fine as long as it delivers cloud-free, high-resolution scenes on a daily cadence. You are welcome to mix sources when one is fresher than another. The detector has to work at desert scale, so please build it with an established computer-vision framework (e.g., TensorFlow, PyTorch, YOLO, or a similarly robust model) and output the findings in both human-readable (an image with bounding boxes or a simple web map) and machine-readable form (CSV/GeoJSON with lat/long, time stamp, confidence score). Once I can point the script to a new polygon and receive a list of car and truck coordinates every 24 hou...

...Audition, Reaper, etc.). Let me know how many episodes you can realistically deliver per month and any ideas you already have for structuring a compelling educational series. I’m aiming for a smooth, iterative workflow with clear milestones: pilot episode, full-series template, first batch of releases, and ongoing optimisation. Looking forward to hearing how you can help turn this educational podcast vision into a standout YouTube channel....

...impact metrics, testimonials (if available) Insights / Thought Leadership (Optional but premium) Blogs, perspectives, or featured ideas CTA Band Strong conversion-focused section Footer Quick links, contact details, social links, legal 2. About Us Objective: Build trust, story, and leadership credibility. Key Sections: Our Story Why the company exists, the problem it was built to solve Vision & Mission Forward-looking, globally relevant Our Philosophy / Approach How you think, not just what you do Leadership / Team (Optional) Founder or leadership positioning Global Presence / Market Focus Regions served, industries impacted CTA Invite collaboration or conversation 3. What We Do Objective: Clearly articulate services while keeping it simple and premium....

I’m putting together a brand-new personal blog and I want it to feel lively and energetic from the very first click. To get there, I need a developer who can craft a solid HTML5 structure—clean, semantic tags for headings, paragraphs, images, and links—paired with eye-catching, responsive CSS that uses b...containing the complete page structure • A linked that handles color palette, typography, grid/flexbox layout, and basic responsiveness (media queries down to 320 px) • Any supporting assets or licensing notes for fonts, icons, or images you include I’ll review the code for clarity, responsiveness, and adherence to modern best practices. If you’re comfortable translating a bright visual vision into neat, maintainable markup and style s...

I’m creating a new travel and tourism brand and want a logo that immediately signals exploration and professionalism. The look has to be modern and sleek, and a globe must feature prominently—whether abstract or literal is up to your creative vision. Although I have no fixed color scheme, the palette should feel fresh and inviting, suitable for use on everything from a website header to printed brochures. Please design the logo as a scalable vector so it stays crisp on large signage and still looks sharp as a profile icon. When we wrap up, I’ll need the editable source file (AI or EPS), high-resolution PNGs with transparent backgrounds, and a version optimised for social media avatars and favicons. If you’ve crafted travel-related identities before, feel fr...

Universal ACH Payment System Technical Build Guide, User Tutorial & Best Practices 1. Purpose & Vision This document defines a universal, automated ACH-based payment system designed to track, label, route, and reconcile all incoming and outgoing cash flows across personal and business entities. The system is accounting-led, automation-first, and scalable from small recurring loans to institutional-level operations. 2. Core Design Principles • ACH rails are passive; intelligence lives in the ledger and automation layer. • All funds flow through a small number of hub accounts. • Every transaction must carry a structured identifier. • QuickBooks (or equivalent GL) is the system of record. 3. System Architecture Overview The system consists of five layers: B...

...looking for someone who "copies and pastes" code blindly from ChatGPT. I am looking for an AI pilot. AI-Native Developer: You must know how to create effective and contextual prompts to generate quality code quickly. Quality Control: Your main job is to audit what the AI generates. You must refactor, correct hallucinations, and ensure good practices are followed (SOLID, Clean Code). Architectural Vision: The code must be simple, functional, and highly scalable. No "junk" or unnecessarily complex code. Responsibilities: Continue the development of MVP modules following the current codebase. Monitor performance (Octane/FrankenPHP require care with memory management). Deliver 100% operational functionality and test before committing. Essential Requirement: ...

We are looking for an experienced Arabic freelance consultant to prepare a comprehensive real estate feasibility study for a resort development project in Saudi Arabia. Requirements: • Proven experience in preparing real estate feasibility studies within Saudi Arabia. • Strong understanding of the Saudi market (hospitality, tourism, land development, Vision 2030 context).

AI SaaS Builder for GEO Tracking Tool MVP I am looking for a high-speed AI SaaS Developer / Automation Architect to build an MVP for a "Generative Engine Optimization" (GEO) platform. I have the vision, logic, and market access. I need you to build the engine and the dashboard. The Product: A tool that monitors brand visibility across LLMs (ChatGPT, Perplexity, Gemini). The tool will track prompts, analyze mentions, and identify citation sources. Tech Stack (Non-negotiable for speed): - Frontend: (App Router), Tailwind CSS, Shadcn/UI - Backend/Database: Supabase (Auth & DB) - AI Orchestration: Perplexity API (for real-time citations) & OpenAI API (for analysis) - Deployment: Vercel Key Features to Build in Phase 1: - User Dashboard: Clean, dark-themed UI showi...

I already have the overall look of my product in mind; what I need now is a specialist who can translate that vision into a rock-solid functional design. I want to make sure every moving part, user interaction and internal mechanism is thought through before we move to prototyping. You will receive my initial sketches, basic dimensions and the intended use-cases. From there, I’m expecting you to: • Analyse the current concept and highlight any functional risks or conflicts. • Propose practical solutions that improve usability, durability and manufacturability. • Deliver clear, production-ready documentation—CAD files, exploded views or schematics—so the prototyping team can work without guesswork. Experience with consumer products, iterative t...

I'm looking for a skilled manga artist to work on my new shonen series. The project involves creating both character designs and backgrounds for the manga. Ideal skills and experience: - Proficiency in shonen art style - Experience in character design and background creation - Ability to work on 1-3 chapters for initial release - Strong storytellin...artist to work on my new shonen series. The project involves creating both character designs and backgrounds for the manga. Ideal skills and experience: - Proficiency in shonen art style - Experience in character design and background creation - Ability to work on 1-3 chapters for initial release - Strong storytelling and visual composition skills If you're passionate about manga and can bring my vision to life, I'd lo...

...and footer, reorganise the homepage sections, and bring the same clean look through to all inner pages. Alongside those layout tweaks, I’ll need targeted CSS rules, a few light HTML/PHP edits, and an overall pass on responsiveness so the site feels equally sharp on mobile and desktop. I already know the aesthetic I’m after—colour palette, spacing, and general vibe—so you’ll be translating that vision rather than working from external mock-ups. If any small bugs surface during the process, please squash them as you go. Deliverables I’m expecting: • A re-worked header and footer that match the updated design direction • Updated homepage blocks with clean, maintainable code • Consistent styling rolled out to all inner pages ...

I’ll be finishing my second year of a in Computer Science by the time the June-to-August break starts, and I want to spend that window working as a software / web development intern. What I need most is hands-on support in actually finding and applying to suitable openings—everything from early-stage startups to established tech companies—as long as the positions are international (on-site abroad). Here’s what success looks like for me: • A regularly updated shortlist of active technology-sector internship listings that match my skills (Java, Python, basic React, Git) and the summer timeline • Well-crafted, personalised application submissions sent out on my behalf or prepared for me to send, with all required forms, portals and follow-ups han...

I’ve been out of work for almost three years and, although I hold a diploma and solid computer skills, my hearing disability has turned every application process into an uphill battle. All I want is a fair chance at a fully-remote position in the technology sector. Whether it’s software development, data analysis, or technical support, I’m open to any role that lets my analytical mindset and attention to detail shine—as long as the job is remote and inclusive. I’m searching for a freelancer who can guide me from where I am now to an actual job offer. Specifically, I need someone to: • Audit and strengthen my résumé, cover letter, and LinkedIn profile for remote tech roles • Identify inclusive companies with current openings t...

I'm looking for a talented YouTube editor to work on my vlogs. The ideal candidate should be skilled in creating fast-paced and energetic edits. Key Requirements: - Edit vlogs with a fast-paced, energetic style - Incorporate special effects and transitions - Add text o...vlogs. The ideal candidate should be skilled in creating fast-paced and energetic edits. Key Requirements: - Edit vlogs with a fast-paced, energetic style - Incorporate special effects and transitions - Add text overlays, captions, and background music Ideal Skills: - Proficiency in video editing software (e.g., Adobe Premiere Pro, Final Cut Pro) - Experience with vlogs and a strong creative vision - Ability to meet deadlines and communicate effectively Please provide samples of similar work. Looking forwar...

...architecture selection, training, hyper-parameter tuning, and evaluation. Please keep the code modular and well-commented so I can retrain or fine-tune later as new data comes in. A concise report that explains your decisions, metrics, and suggestions for future improvements will also be appreciated. To help me choose quickly, focus your proposal on your experience with medical imaging or similar computer-vision tasks. If you have previously reached high accuracy on radiology datasets or worked with domain-specific augmentations, let me know. Deliverables: • Python source code and any supporting scripts/notebooks • Trained weights or a clear checkpoint file • README with setup steps and inference instructions • Brief performance report confirmin...

This is the second time I am posting this due to large amounts of "plac...bidding system where users can request third-party services (upholstery, tinting, etc.) and receive bids from businesses, and purchase them straight from the website/app * Communication & Search: Advanced search tools and a secure internal messaging system for buyers and sellers. Delivery Strategy The objective is the delivery of a fully featured website and PWA/App ecosystem. While the complete vision is the primary goal, I am open to a staged rollout if the total scope requires an extended timeline. In that scenario, I expect an initial version containing as many core features as possible to be launched first to establish a stable, live presence while the remaining high-complexity tools are finali...

...distills the strategy for leadership approval, visually polished and ready to present in PowerPoint or Google Slides. Acceptance criteria: The strategy references credible crash or citation data, proposes measurable KPIs (e.g., percent reduction targets in speeding citations), and each slide follows the 5×5 rule (no more than five bullets / five words per line). If you have experience with Vision Zero initiatives, human-centered design, or behavior-change frameworks like the Theory of Planned Behavior, let me know—those approaches align well with what I’m after....

I'm looking for a professional to source and install high-quality cameras on the front pillars of my car. The primary purpose of these cameras is to record the driver and front passenger. Key Requirements: - Cameras must have: - High-resolution recording - Night vision capabilities - Wide-angle lens Ideal Skills & Experience: - Experience with automotive camera installation - Knowledge of high-quality security cameras - Ability to ensure proper wiring and integration within the vehicle