Algorithm Jobs

1994 hatte ich den ersten Kontakt mit der Börse. Seitdem begleitet mich der Handel jeden Tag. Im Jahre 2013 habe ich das Handwerk dann professionell in Frankfurt erlernt. Den heiligen Gral, welche alle suchen, kann ich Ihnen mit meinem Wissen und Können auch nicht bieten. Doch ein Handelssetup welches bei korrekter Anwendung und Umsetzung eine Trefferquote von deutlich über 80% erreicht. Als Privatperson suche ich einen vertrauensvollen Entwickler, auch auf privater Basis, welcher Freude hat mit mir zusammen diesen Ansatz automatisiert umzusetzen. Ich freue mich über Nachrichten und Danke.

..., Binance, Coinbase Pro, Kraken). - Handle different API protocols and authentication methods for each exchange. 2. **Price Monitoring and Arbitrage Detection**: - Implement real-time monitoring of prices across selected exchanges. - Develop algorithms to detect triangular arbitrage opportunities. - Consider transaction fees, slippage, and minimum profit margins in the detection algorithm. 3. **Trade Execution**: - Automate the execution of trades once an arbitrage opportunity is identified. - Ensure low latency in order execution to capitalize on arbitrage opportunities. - Implement error handling for failed trades or API errors. 4. **Alerts and Notifications**: - Implement alerts for detected arbitrage opportunities and executed trades. - Notify th...

...Hauptjob. Der Webshop und der Prozess stehen zwar schon, lieferen aber nur unzureichende Ergebnisse. Bin für Vorschläge (andere Lösungen) offen. Beste Grüße Thomas Hello, I run an online shop (Wordpress Theme). I would like to optimize a service in which customers' shopping lists are automatically analyzed and the corresponding products are packed into the shopping cart. The main task is the algorithm for searching and comparing products in a JSON document. The result should be a php template for my Wordpress site, the following ones Automated process: 1. Customer takes a photo on the website or uploads a PDF file (- done 99%) 2. Photo / file is analyzed via OCR (currently MS Azure Cloud) (- done 99%) 3. OCR results (JSON) are checked, optim...

...important key terms (keywords) on which the website should then be optimized. • Technical SEO: These are all measures that ensure that the Google algorithm can read and understand the content of the page. • Onpage SEO: This affects the components that are implemented directly on the page: For example, meaningful meta information, internal links and enriching the page with multimedia content (such as videos) ensure a better ranking. • Mobile SEO: More and more people are accessing the Internet with mobile devices such as smartphones. It is therefore important that the website is optimized for mobile display. • Editorial content: The Google algorithm recognizes better and better whether a page offers useful content for the user. Therefore, high quality co...

1. Power Point Übersetzungen 2. Jupyter Notebook Übersetzungen 3. sonstige Texte (FAQs und Beschreibung) von englisch nach deutsch. Inhalt ist algorithm und big o. Die ppt sollen auch sauber formatiert werden und evtl. bestehende Animationen übernommen werden.

Ladner-Fischer† parallel prefix sum algorithm

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Folgeaquftrag 2018-0802-1737 Hallo, hier ein Auftrag für Sie: Zusätlich dazu muss ich eine Präsentation über eines der folgenden Themen halten am 2.3. wofür ich eine Präsentation brauche im groben, auch einfa...ist so schwierig, dass man sie kaum verstehen kann, aber der Algorithmus an sich ist nicht so kompliziert.) 8. 3/2-Approximationsagorithmus von Christofides für metr. Steinerbäume. (Da muss man Algorithmen für MST und allg. Matching implementieren, allerdings nicht die schnellsten, Poly-Zeit reicht mir) 9. Primal-dual-Algorithmus für Edge Cover (Murty–Perin, ähnlich Edmond's matching algorithm). Umfang: 10 Folien Art: Präsentation Honorar: 90,00 Euro Abgabe: 24.02.2018 ...

Implementierung in Java Algorithm Algortihmen "Apriori Algortihmus" und "Divide and Conquer Algortihmus" Bitte Bescheid sagen ob Sie Interesse haben! VG kay

...architecture with SysML and UML 3. Ensuring compliance with the defined architecture during 4. Product development process 5. Support other departments, in particular, software development, 6. Functional safety, Integration and Testing 7. Development of SW solutions based on architectural model Tasks 1. Software development and implementation of camera-based driver assistance functions 2. Algorithm development in collision warning, emergency braking and Fusion of traffic sign recognition with map data 3. Development and implementation of product-specific simulation tools 4. Requirements analysis and application of software for customized driver assistance systems, together with the validation team 5. Test runs with customer and the validation team 6. Adaptation of sp...

Google Botguard basically takes a given set of bgdata, does a bunch of complicated stuff with it (the code is written so that it would be extremely hard to decipher), and then returns a value depending on the original data which is needed to complete a registration process. I need somebody to write me an algorithm that can successfully replicate the process and generate working tokens based on the bgdata.

Implement Trie Algorithm in c++ using Visual Studio

Implement Trie Algorithm in c++ using Visual Studio

Implement into an existing code base that includes tests, the algorithm body. The instructions will be provided in German. The task needs to be finished before 14:00 GMT.

...brands, founders, and creators build high-impact social media channels that drive real growth, authority, and long-term digital presence. With proven experience managing and scaling channels to over 1.7 million followers, I specialize in creating strategic, algorithm-optimized content systems — not just individual videos, but scalable media engines designed for consistent reach and engagement. My expertise includes: • End-to-end social media management and growth strategy • Viral content development based on platform psychology and algorithm behavior • Professional video production, editing, and content optimization • Building structured content pipelines for sustainable growth • Livestream setup, optimization, and audience engagement &bull...

...think about my library, so the interface needs to surface those three filters prominently and let me combine them if I wish. • Once I have a final selection, the app should open the standard share sheet so I can send the chosen files through any installed channel (Messages, WhatsApp, AirDrop, e-mail, etc.). Accuracy is key: false positives in face grouping must be minimal, and whenever the algorithm is unsure, it should simply place the photo in an “Unsorted” bucket so I can manually move it. I’m happy for you to use Apple’s Vision/Core ML, Google ML Kit, OpenCV or another proven face-clustering library—whatever offers reliable on-device processing and keeps users’ photos private. Deliverables 1. A fully functional mobile app (native...

...version of the site prominent in search results and protect those positions over time. The work involves full-cycle SEO: fresh keyword research in each market, meticulous on-page optimisation of current and future pages, and a steady, quality-first link-building programme. Because visibility on Baidu is just as critical as on Google, your strategy and reporting should reflect performance and algorithm changes on both engines equally. For every language I will rely on you for locally-relevant content—this is not a straight translation exercise. Meta tags, headings, body copy, alt text and internal links all need native-level fluency so the site resonates naturally with users and algorithms alike. I expect: • A concise audit to benchmark where we stand today &bul...

I am building a web-based SaaS that lets estheticians quickly scan a client’s photo, receive an instant professional skin analysis, book the appropriate facial treatment, and sell the products the scan recommends—all in one place. Core analysis: The algorithm must reliably detect acne or blemishes, dryness or oiliness, wrinkles or fine lines, combination skin, redness, and visible pores or texture issues. Accuracy and consistency are critical because treatment plans and sales will hinge on the results. Workflow vision 1. Client uploads or snaps a photo during an online consultation or in-spa visit. 2. The system runs the analysis, displays condition scores, and explains each finding in easy language. 3. Based on those scores it lists the facial services I pre-c...

...couple of the websites have tokens that have to be initiated that keep changing. All of the sites are getting scraped except for one has a problem. You will fix that. This scraper is also inputting the incorrect price into our database and you will need to fix that as well. Heres how the system works: Prices are scraped from several theme park websites. Then they are ran thru a calculation algorithm to determine what our price should be. All the sites are inputting the correct prices except for universal. You will fix that (Currently its putting the scraped price in our database and not the calculated price like it should). All the calculations are there already, for some reason its not being utilized for that particular theme park. That is fix 1. Fix 2 is to automatically ref...

...I am looking for concepts worth patenting, so novel kinematics, sensing arrangements or control algorithms that aren’t yet standard in the market are highly prized. Deliverables • Concept options with novelty analysis for patent potential • Detailed 3-D CAD of the chosen mechanism, including motor, pulley and cable routing • Control architecture: sensor selection, signal conditioning, algorithm flowchart and communications stack • Simulation or analytical proof that the design can hold tension within specified limits across full load range • Prototype-ready drawings, BOM and motor/gearbox sizing sheet • Brief validation plan outlining how we will verify tension accuracy, response time and sensor reliability in a pilot rig Accept...

...aren’t enough, you’ll track down licence-cleared content that matches the brief, weave everything together with tasteful colour grading, subtle transitions, fitting music, and then post the finished reel on my Instagram account at the times I specify. You should already have a portfolio of travel or nature reels and be fully comfortable with Instagram’s current reel specs, aspect ratios, and algorithm-friendly hooks. Premiere Pro, Final Cut, or DaVinci Resolve—use whatever you prefer, as long as the colour work looks premium and the final export is crisp. Deliverables • One polished, colour-graded reel per scheduled slot (25–45 s), uploaded to Instagram with my caption, location tag, and hashtags • Project file plus links to all sourced...

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...account** for **The Thai Yoga Massage School**. Our goal is to share our educational content and promote our upcoming 2026 professional courses and retreats in Mallorca, Spain. **Scope of Work:** **Account Setup:** Create and optimize our TikTok profile (Bio, links, and branding). * **Content Migration:** Repurpose existing high-quality content from our Instagram and website to fit the TikTok algorithm. * **Growth Strategy:** Identify trending sounds and hashtags relevant to the wellness, yoga, and massage communities. **Promotion:** Create a content plan to drive awareness for our September and October practitioner intakes. **About Us:** We are a leading Thai Yoga Massage School led by Kru Gab, specializing in traditional Northern Style Thai Massage. **Website **Instagram:

...hashtags * Optimize posting times for maximum reach * Assist with posting content when needed * Create or suggest strong cover photos for Reels/posts * Monitor trends and suggest viral content ideas * Track progress and provide updates * Ensure all followers gained are real and engaged Requirements: * Proven experience growing Instagram accounts organically * Strong knowledge of the Instagram algorithm and engagement tactics * Understanding of hashtags, posting timing, and audience targeting * Ability to communicate in English * Reliable daily activity and consistency Goal: Grow the account from 5,100 to 10,000 followers within 30 days using organic methods only. Payment: * $60 total payment upon successful completion of the goal within 30 days * Followers must be real, ac...

...first 1,000 samples belong to Class 1, and the second 1,000 samples belong to Class 2). The network consists of two input neurons, one hidden layer with an adjustable number of hidden neurons, and one output neuron. 1. Online learning algorithm - Plot the learning curve (number of epochs versus mean squared error for each epoch). - Evaluate the classification accuracy for the training set and the entire dataset. - Investigate the impact of the learning rate. - Investigate the impact of the steepness parameter of the activation function. 2. Batch learning algorithm - Plot the learning curve. - Evaluate the classification accuracy of the training set and the entire dataset. - Investigate the impact of the number of hidden neurons. - Investigate the impact of data preprocess...

I want to ramp up my presence on Facebook, Instagram, and TikTok with a clear, numbers-driven objective: more followers. The fastest way for us to get there is video, so I need a marketer who can take charge of short-form content from concept to publication. Here is what I have in mind. You’ll audit my existing accounts, map out a strategy that fits each platform’s algorithm, and then turn that plan into a steady stream of eye-catching reels, stories, and TikToks. Hooky captions, trending sounds, smart hashtags, and consistent branding should all come naturally to you. Because growth without proof is pointless, I also expect a simple reporting routine—analytics snapshots that show follower gains and post performance so we can double down on what works. Deliverab...

I’m doubling down on daily running-themed reels for Instagram and...to: • Maintain a simple content calendar so I can see what’s queued. • Watch Insights, send me a short weekly report on reach, saves, and follower gains. • Suggest new reel ideas or challenges suited to runners. Premiere Pro, Final Cut, CapCut, or even mobile-first tools—use whatever lets you turn edits around quickly as long as the final export is crisp 1080×1920 and ready for Instagram’s algorithm quirks. Fluency in spoken and written Tamil is non-negotiable; understanding Tamil pop-culture references is a big plus. If this sounds like your lane, share a link to two or three Reels you’ve cut in a similar style, tell me your usual turnaround time, and let&rsq...

I want to rapidly expand my Facebook ...collaboration: • Strategy & Execution: Develop and run follower-building tactics that fit my goal of driving clicks to site, not just inflating vanity numbers. • Content Amplification: Craft engaging captions, hashtags, and visual treatments that make each blog post irresistible to new users. • Community Boosting: Encourage interaction, respond to comments, and keep the page lively so the algorithm keeps showing my links. • Tracking & Reporting: Provide concise weekly updates on follower growth, reach, and, most importantly, link clicks to my domain. If you have a proven track record growing Facebook pages through organic and light-paid techniques—and you understand how to translate extra followers int...

...sound-synced captions—nothing too flashy, just clear and conversion-driven. – Visual ratio: 9:16, native IG Reels resolution, export in 1080 × 1920 H.264. Account set-up & posting • New accounts must look authentic: profile pic, short bio, and the casino’s tracking link in bio. • Schedule or manually post every 24 hours; vary hashtags to aid reach. • Reply to early comments to nudge algorithm traction. Payment UPI or any standard online transfer released every week upon proof of 7 consecutive daily posts across all pages. Acceptance criteria 1. 30 unique, brand-compliant Reels delivered and published per account. 2. Working DM automation demonstrated on each page. 3. Analytics screenshot each week showing reach a...

...think about my library, so the interface needs to surface those three filters prominently and let me combine them if I wish. • Once I have a final selection, the app should open the standard share sheet so I can send the chosen files through any installed channel (Messages, WhatsApp, AirDrop, e-mail, etc.). Accuracy is key: false positives in face grouping must be minimal, and whenever the algorithm is unsure, it should simply place the photo in an “Unsorted” bucket so I can manually move it. I’m happy for you to use Apple’s Vision/Core ML, Google ML Kit, OpenCV or another proven face-clustering library—whatever offers reliable on-device processing and keeps users’ photos private. Deliverables 1. A fully functional mobile app (native...

I’m ready to turn a fresh idea into a working MVP and need an AI specialist who can own the end-to-end predictive analytics layer. The single most important outcome is a model that takes my existing data, produces reliable forecasts, and is simple enough to slot straight into a lightweight product demo. Here’s the scope in plain words: • Select and train an algorithm that balances accuracy with speed—feel free to use Python, TensorFlow, PyTorch, or another framework you prefer, so long as the environment is reproducible. • Wrap the model in a small REST or GraphQL API so I can call predictions from a basic front-end. • Hand over deployment instructions for a cloud environment (AWS, GCP, or Azure—your choice) so the MVP runs in a real set...

...on four core modules: • Rich user profiles and advanced search – each member should enter detailed personal information and upload both photos and videos so they can be found through intuitive filters. • Real-time communication – text messaging must work instantly, and in-app voice calls should connect members securely without sharing phone numbers. • Matchmaking and recommendations – an algorithm that suggests compatible profiles based on user-supplied criteria. • Free horoscope matchmaking – a built-in tool that automatically compares two users’ horoscopes, displaying clear compatibility results at no extra cost. I expect polished, intuitive native or cross-platform code (Kotlin/Swift/Flutter/React Native are all accept...

...begin the slideshow. And should have a function when called it will display any image (JPG) by providing image path (including name). Swapping cards or adding images to the directory must work without reflashing. A quick video demo or serial log that proves smooth playback across at least fifty images will confirm completion. I will create one milestone, it will be released only when I try the algorithm and it runs smoothly. Any SD related requirement (for example mounting/unmounting) should be included...

I film daily workout routines in my gym and I need those raw clips transformed into punchy, fast-paced Instagram Reels backed by the right music. Alongside the edits, I also want a simple guide that tells me exactly how to shoot: the best angles for each exercise, ideal lighting inside a typical weight room, how long each take should be, ...delivered as high-quality MP4s ready for direct upload to Instagram plus the project files (Premiere Pro, Final Cut, or DaVinci—whatever you use). • A one-page PDF or Google Doc outlining camera settings, tripod height, sample storyboard frames, and a short checklist I can keep on my phone while filming. If you love crafting dynamic fitness content and know exactly how to leverage Instagram’s algorithm-friendly audio, let&rsqu...

...with some of these tools (not necessarily all): ChatGPT (for scripting/idea generation) CapCut / Premiere Pro / After Effects Runway ML Pika Labs / Pika Art Midjourney / Leonardo AI / Stable Diffusion ElevenLabs / AI Voice Generators Canva AI Descript Subtitles & caption automation tools What We Are Looking For: Creative mindset (VERY important) Understanding of YouTube and Instagram algorithm Ability to create hook-based engaging videos Fast turnaround time Someone willing to grow with the team Good communication Bonus (Not Mandatory): Experience with faceless YouTube channels Dark psychology / educational / storytelling content editing Thumbnail creation Project Type: Long-term / Monthly work Budget: ₹10,000 – ₹20,000 per month (Based on skill ...

...Engineer to support a STATCOM upgrade project Upgrade from old controller PSR II ABB uses the ABB AC800PEC . The objective is to design, implement, and deploy control algorithms developed in Simulink / MATLAB into the AC800PEC Toolbox environment, ensuring real-time execution and stable grid performance. ________________________________________ SCOPE OF WORK The selected engineer will: 1 Control Algorithm Development • Develop and/or refine dq-axis current control • Design PLL (Phase-Locked Loop) for grid synchronization • Implement DC link voltage control • Reactive power / voltage regulation control • PWM generation strategy 2 Model-Based Design • Develop control models in Simulink • Validate system stability and dynamic performance • Per...

...teaching pattern is limited to only Mon/Wed . Conflict checking is critical. If I later open the output file, change an instructor or move a time by hand, the tool must immediately warn me of either of the two conflicts I care about: instructor time conflicts or any overlap between courses on the master schedule. Student load limits are not required. Time slots are completely flexible; the algorithm can choose any logical blocks that satisfy the above rules. If you need guidance on our usual day-part lengths I can supply them, but please build in a simple way for me to edit or add slots later. I am language-agnostic—Python, JavaScript, C#, anything that can deliver a small desktop or browser-based utility is fine as long as I can run it on Windows with minimal setup. Th...

...progress with a fun “Relationship Level” Main Features: Account Setup User information: name, age, gender Partner information: name, age, gender, preferences Relationship status and duration Games Section Includes interactive games: Word Game: Each partner has a list of words; the app uses a built-in algorithm to match compatible actions between partners. Truth Game: Question cards to explore each partner’s preferences Additional games and daily challenges for fun and engagement Word Matching Algorithm Matches the words chosen by each partner based on predefined rules Provides instructions only when the words are compatible Sensitive/sexual words are protected and can be modified later Relationship Level Each game or challenge awards points Tracks the cou...

...reach to the correct audience. I have already tried switching up hashtags, running ads, and actively engaging with followers, but the problem persists. I now need an experienced Instagram growth specialist who can: • Audit my current followers and flag inactive, suspicious, or off-niche accounts • Analyse recent reach and demographic breakdowns inside Instagram Insights to identify where the algorithm is misfiring • Recommend concrete steps—content tweaks, hashtag sets, ad-set adjustments, or cleanup measures—to realign my account with its intended audience • Provide a concise action plan I can follow over the next 30 days, including measurable checkpoints Please share relevant experience tackling similar audience-mismatch issues, especiall...

I need our company’s LinkedIn and Instagram account pushed to the next tier of visibility—10 k fresh, organic followers within 15 days—through relentless, value-adding engagement. The priority platform is LinkedIn and Instagram, but I also want supporting activity on Facebook and Twitter so each new post earns maximum views, imp...15 calendar days. • Visible uptick in engagement metrics—views, impressions, comments and shares—on at least the last five company updates. • Daily activity log with links/screenshots that demonstrate comments, shares and outreach actions. All tactics must remain strictly organic; paid ads are off the table. If you thrive on high-speed interaction and know how to make LinkedIn and Instagram algorithm work in our fav...

Our health-focused brand is ready to scale its presence on Instagram through a well-planned social media marketing push. The assignment centers exclusively on that platform—while I may expand to Facebook or Twitter later, every tactic you propose now should revolve around Instagram’s algorithm, features, and audience behaviour. What I need: • A concise strategy that defines target personas, key messages, posting cadence, and measurable KPIs. • A 30-day content calendar with post copy, visual concepts, and recommended formats (Reels, Stories, carousel, static). • Creative direction for graphics or short videos that align with evidence-based health information and platform guidelines. • Community management guidelines covering comment moderation ...

I am developing an electrical-engineering project that revolves around control systems in MATLAB, with the spotlight on a full PID controller. The assignment covers modelling the plant, coding the proportional–integral–derivative algorithm, running time-domain and frequency-domain simulations in MATLAB/Simulink, and iteratively tuning the gains until the closed-loop behaviour meets standard performance indices. Because the emphasis is strictly on PID control, every step—from deriving the transfer function (or importing real-world data) to generating Bode, step-response, and error plots—must be documented so the workflow is reproducible. Control System Toolbox and Simulink are expected throughout; you are free to introduce additional MATLAB toolboxes if the...

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I'm looking for an experienced social media expert to help build my personal brand on Instagram, specifically through videos and reels. Key Requirements: - Develop a content strategy centered around engaging videos and reels. - Create high-quality, capt...videos and reels. - Create high-quality, captivating videos and reels that align with my personal brand. - Schedule and post content at optimal times for maximum engagement. - Monitor analytics and adjust strategy as needed. Ideal Skills and Experience: - Proven track record in growing personal brands on Instagram. - Expertise in video production and editing. - Strong understanding of Instagram's algorithm and analytics. - Excellent communication and creative skills. Please provide examples of previous work and a bri...

...Maintains first-page positioning for a defined durability period Clarity matters. Measurement will be transparent and verified. What You Must Bring Proven track record of ranking competitive keywords Experience working in investigative, reputation, or sensitive content niches Strong backlink acquisition capability (white-hat editorial placements preferred) Understanding of search volatility and algorithm updates Ability to structure content clusters and topical authority Familiarity with schema markup and AI search indexing signals You must provide examples of page-one rankings you achieved and maintained. Backlink Strategy You will be responsible for building quality backlinks to support rankings. We expect: Clean link acquisition Natural anchor strategy Sustainable veloci...

...CrownJewelers.com. The goal of this project is to pinpoint the exact month and year the decline began and identify the most likely technical or algorithmic cause. Key Objectives: Timeline Identification: Determine the precise month and year when traffic began to significantly deviate from previous trends. Root Cause Analysis: Analyze whether the drop correlates with specific events, such as: Google Algorithm Updates (e.g., Panda, Penguin, Core updates). Technical site changes or migrations. Loss of key backlinks or domain authority. Indexing or "manual action" issues. Data Integration: Use a combination of available first-party data (Google Analytics/Search Console) and third-party tools (Semrush, Ahrefs, Wayback Machine) to reconstruct the timeline. Deliverabl...

...for nonprofit updates Personalized resource filtering Integrate and prepare the data‑collection algorithm that powers the Community Needs Tracker Ensure the MVP is stable, intuitive, and ready for field testing with community‑based organizations Collaborate with the founder and, once hired, the Purdue Pathmaker intern developer to ensure smooth handoff and continuity Scope of Work The contractor will be responsible for: Translating UI/UX designs into responsive, accessible mobile screens Developing backend logic and API connections needed for core functionality Implementing user authentication and secure data handling practices Building the initial version of the Community Needs Tracker algorithm Conducting basic QA testing and resolving issues prior to field deployment Pr...

I’m running a server and I’m looking for an experienced developer to build a fully custom mining pool environment from the ground up. The setup should support two modes on the same server: a solo mining pool for Fractal Bitcoin (FB) using the SHA-256 algorithm, and a merged-mining pool that works with both Bitcoin (BTC) and Fractal Bitcoin at the same time. This needs to be a completely custom solution rather than based on existing pool software like MPOS or NOMP. You’re free to choose the programming language and framework as long as the result is stable, efficient, and well documented. Once everything is set up, my ASIC miners should be able to connect via Stratum and begin hashing without issues. The pool must fully support SHA-256 mining in both solo and merge...

...have in mind, so please do not rely on the NIST software itself as a source of bits, only as the evaluator, • run every applicable test in the suite against my sequences, capture all intermediate statistics, and interpret the p-values with respect to the recommended 1 % / 5 % thresholds, • prepare a clear report that explains each step: how you built or installed the suite, the generator algorithm you coded, the command lines or scripts used, and why every parameter was chosen. Finish with a concise discussion of what the results say about the quality of the sequences for cryptographic use. Deliverables I need: 1. Well-commented source code for the bit-stream generator. 2. Any helper scripts or makefiles required to drive the NIST tests. 3. A PDF report (or M...

...be added later, but click-to-select is essential for this prototype. • When the player confirms, your code checks the transaction. If the change is mathematically perfect the session continues; any mistake triggers an immediate “game over” screen. Key requirements – Absolute accuracy of change calculation for all standard UK denominations (£50-£5 notes, £2-1 coins, 50p-1p). – Efficient algorithm that copes with limited quantities of each denomination and still finds a correct combination when one exists. – Clean, commented Blueprints (or C++ if you prefer) so I can expand visuals later. – Simple UI widgets: item list with prices, running subtotal, cash palette, change palette, confirmation button, and a restart...