Programação C++ Jobs

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J'ai juste besoin de quelqu'un qui puisse backtester mon bot ea sur 5ans je n'ai malheureusement plus de place dans mon ordinateur pour le faire. J'aimerais donc un compte rendu précis des performances de l'ia sur cinq ans sur le gold , le Dax (Germany 40) , et le btc

I’m spinning up a new Polymarket-based project and want an engineer who already understands the platform’s contract architecture, event flow, and front-end interactions. The end goal is a fully working market—live on a public testnet first—complete with the web interface, settlement logic, and clear documentation so I can keep iterating once our engagement ends. Here’s the kind of help I’m after: • Solidity work to create or extend Polymarket-compatible contracts and run thorough self-audits • Connection points for The Graph, Chainlink, or other oracles the market will rely on • A React/ front end that signs transactions, displays current odds, and shows resolution states in real time • Optional Node/Express (or similar) servi...

I’m building an intraday futures setup on NinjaTrader 8 and need the entire workflow coded and tested within the next month. The core logic is a trend-following strategy written in C# / NinjaScript, but key calculations and data handling will sit in a companion Python module, so smooth, low-latency communication between the two languages is essential. Here’s what the job entails: • NinjaScript side: create a clean, well-commented NT8 strategy that reads signals, submits/updates orders, manages stops & targets, and records trade metrics for later review. • Python side: expose functions that generate my trend-following entries, manage position sizing, and push any analytics back to the NinjaScript layer. • Integration: set up whichever bridge you prefer&m...

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A Windows-based trading bot has to sit between a Telegram signal channel and my Bybit account, duplicating every position with absolute accuracy. Two limit orders per direction, hedge mode, dynamic leverage, automatic re-entry, and a five-step pyramid that increases both margin and leverage are mandatory. Once price reaches my defined level, the position must move to break-even and follow a trailing (talking) stop; old trades should be closed and cleared from the log after a user-set number of hours. The bot must stay online 24/7, recover gracefully after a restart, and send every fill, modification, and error message back to me via Telegram. Stability and robustness are non-negotiable, but the most critical acceptance tests are: • Pyramid logic executes each of the five layers wi...

We’re building a prototype for robot teleoperation where an operator wears a VR headset and sees the robot scene through a stereoscopic VR camera with very low latency and strong depth perception—as close to “being there” as possible. Goal Phase 1 (this project): Get a working end-to-end live stream from an existing stereoscopic VR camera to a VR headset with measurably low latency and acceptable visual quality. A custom app is fine (Unity/Unreal/native). We want something we can put on and experience. Why this is hard We care about: • Motion-to-photon latency • Stereo sync (left/right alignment) • Stable framerate + low jitter • Headset-friendly rendering (proper stereo projection / distortion handling depending on platform) ⸻ Scope (Phase...

Busco gente que contrate para crear plugin de juego totalmente funcional, compatible tanto con PocketMine-MP5 como con PocketMine-MP2. El objetivo es ofrecer a los jugadores una experiencia dinámica que combine: • Sistema completo de puntos de experiencia que se guarde y cargue sin errores. • Misiones/Quests configurables (recompensas, objetivos, texto de historia). • Varios mini-juegos integrados o fácilmente añadibles mediante YAML/JSON. Requisitos técnicos y de entrega 1. Código limpio en PHP, siguiendo las prácticas recomendadas de PocketMine. 2. Estructura de carpetas estándar (src, resources, lang, etc.). 3. Archivos de configuración con ejemplos comentados. 4. Compatibilidad probada en servidores ...

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I'm looking for a developer to create a set of VR smart glasses that integrate seamlessly with a pocket phone. All hardware should be contained within the pocket device. Key Features: - Display: VR (Virtual Reality) - Functionality: All smartphone features - Essential Features: Messaging & calls, internet browsing, camera & photos, and access to all apps Ideal Skills and Experience: - Experience in VR technology development - Proficiency in mobile app integration - Strong background in hardware-software integration - Knowledge in developing secure and efficient communication protocols Please provide examples of similar work done.

I need a Mixed Reality training application built and ready for first-pass testing as quickly as possible. The goal is a hands-on learning experience where users can interact with virtual elements that are accurately anchored in their real environment. Here is what I expect: • A functional MR prototype that launches on at least one mainstream headset (HoloLens, Magic Leap, or an OpenXR-compatible device). • Core scene demonstrating step-by-step instructional content, gesture or controller interaction, and basic performance tracking. • Clean, well-commented project files (Unity with MRTK or Unreal with OpenXR are both fine) plus a short read-me explaining build steps so my in-house team can iterate. The sooner you can deliver a testable build, the better. I am rea...

I already have a Texas Hold’em scene running in Unity and most of the scripts are in place, but the betting system still needs polish. In particular, I can’t get the player-action flow (fold / call / raise) to behave consistently. The cards deal correctly, pots track, and UI elements are wired, yet once the betting round starts the logic sometimes breaks and user choices aren’t processed as intended. You’ll receive the existing C# scripts, my current prefab hierarchy, and a quick screen-recording that shows the problem in action. After reviewing the code you’ll adjust or rewrite only the sections that govern player actions; the rest of the game is stable and should remain untouched. Unity 2022 LTS and TextMeshPro are in use, so please be comfortable with th...

I need a complete desktop application that will centralise and automate my daily business-management tasks. The program should run natively on Windows (macOS compatibility would be a welcome bonus) and handle core functions such as client records, invoicing, inventory tracking, simple analytics and user-level access control—all within an intuitive, modern interface. My priority is stability and long-term maintainability, so I’d like the codebase written in a widely supported language (C#, Java or Python with a robust GUI framework are all acceptable). A lightweight local database is fine for now, but the architecture should leave room for us to migrate to a cloud-hosted SQL solution later. Please include: • An installer or portable build that works out of the box &bul...

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Tôi cần một chuyên gia hỗ trợ xây dựng model phân tách neutron/gamma bằng Deep Learning sử dụng Python. Phạm vi công việc • Phân tích yêu cầu và đề xuất kiến trúc mạng phù hợp (CNN, RNN, hoặc hybrid nếu cần). • Xử lý và chuẩn hóa dữ liệu đầu vào; nếu thiếu dữ liệu, hỗ trợ tạo hoặc mở rộng bộ dữ liệu mô phỏng. • Huấn luyện, đánh giá và tinh chỉnh mô hình để đạt độ chính xác tối ưu. • Bàn giao mã nguồn Python kèm hướng dẫn chạy, file trọng số đã huấn luyện và báo cáo tóm tắt kết quả. Kỳ vọng • Ưu tiên giải pháp gọn nhẹ, dễ t&aac...

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I’m refreshing my website and need clear, easy-going copy that simply tells visitors who we are, what we do, and why they should stick around. The sole purpose is to provide information—no hard-selling tactics—so the wording should feel conversational yet still reflect our professionalism. Here’s what I’m after: • Complete website copy, ready to paste into each page (Home, About, Services, and Contact are the core sections I have in mind). • A consistent, casual tone of voice throughout, free of jargon and heavy marketing language. • Naturally placed keywords that help with basic on-page SEO without sounding forced. • Brief calls to action that guide readers to learn more or get in touch rather than “buy now.” I&rsquo...

I need an options screener that ranks option chains by their gamma and vanna exposure so I can quickly spot names with outsized dealer flows. The first milestone is a Python-based dashboard that pulls real-time and historical pricing, volatility, and volume data, calculates the two greeks, and lets me sort or flag contracts accordingly. Data will come from whatever reliable feed you prefer (IBKR, Tradier, CBOE, etc.); as long as I receive clean price, IV and volume series, I’m fine. The code should be organised in modular form—think data-pull, greek-calc, and UI layers—so we can later bolt on extra filters (strike, expiration, IV skews) without a rewrite. If the screener works as intended we’ll move to two optional follow-ups: 1. A back-tester. 2. A auto tra...

I am looking for an embedded systems developer to write Arduino code to communicate with the MCP3903 energy measurement IC from Microchip using the SPI interface. The goal of the project is to read voltage measurements from three channels of the chip and output the values through the Arduino serial monitor. Hardware: Arduino board (Arduino Uno or compatible) MCP3903 analog front-end IC SPI communication Requirements: The code should: Initialize SPI communication between Arduino and the MCP3903. Configure the MCP3903 registers correctly for basic operation. Read measurement data from the following channels: CH0 CH1 CH2 Convert the raw ADC data into readable voltage values (or at least raw measurement values). Print the measured values continuously to the Arduino Serial Monitor...

I have a C# application that is now locked behind WinLicense + Themida 3.x. My only goal is to regain access to the project so I can open it in Visual Studio and continue working on it. I do not need a ready-to-run executable; what I’m after is clean, compilable source code. Once unpacked, I want to see: • the full user-interface layout and resources, • the core functionality and algorithms, and • all data-processing and storage routines. A straightforward Visual Studio solution (.sln, .csproj, assets, references) with clear build instructions will be considered a complete delivery. If any sections remain obfuscated, please document the reasons and suggest next steps.

I need a small, self-contained script for the Tradovate platform that will take my initial stop-loss and then trail it automatically based on specific dollar amount gains. The idea is simple: I open a trade, set the first protective stop, and from that point forward the code keeps moving the stop as the position grows so I can step away and let it run. Key points • Platform: Tradovate (web or desktop; either works as long as the solution plugs straight into my account). • Logic: trail the stop at specific dollar profits. The increments will vary from trade to trade, so I want the values to be editable in a quick parameters panel or a simple JSON/CSV array. For example, I might tighten the stop by $50 on one setup and by $120 on another without having to rewrite code. • E...

I want to bring a brand-new puzzle/strategy title to PC. The core idea is to challenge players’ logic and planning skills through progressively tougher levels that reward creative problem-solving rather than fast reflexes. Scope • Build a playable PC game for Windows (Steam-ready is a plus). • Design and implement engaging puzzle mechanics, intuitive controls, crisp UI, and a clean art style that fits the strategic tone. • Include an initial set of levels plus an editor or clear system that lets me add more content later. • Integrate basic sound effects and background music that enhance immersion. • Provide source code, compiled build, and documentation explaining how to modify levels, tweak difficulty, and push updates. Tech preferences I&r...

I'm looking to develop a TradingView indicator coupled with a trading bot that executes commands based on the indicator's signals. My manual trading has been successful, but automation via Pine Script results in poor backtest outcomes. Scope of work - Develop a Pine Script v6 indicator for TradingView with robust backtesting showing 25-50% annual returns over 150-450 trades. - Create a Python trading bot using ccxt for multi-exchange operation with webhook integration. - Ensure the bot supports Bybit, Binance, OKX, and others, with configurable trading pairs and risk management settings. - Optimize the indicator by refining multi-timeframe levels, ATR positioning, and volume analysis to balance between price lag and premature entries. - Implement advanced trading strategies like ...

I have already drafted a full specification for a simplified television remote control aimed at older users, complete with ergonomics, button layout, and overall product vision. While I finish the patent application, I now need a skilled partner to bring the electronics and software to life. On the hardware side, the priority is circuit design. I will share detailed functional blocks, power-budget targets, and regulatory constraints; you would translate these into a clean schematic that is ready for board layout (I will also welcome help on the actual PCB routing once the schematic is locked). For software, I need both the embedded code that will run on the microcontroller and the on-screen user interface logic that appears on the TV. Simplicity and reliability for elderly users are the ...

"Summary Participation Requirements: Residents of Indonesia, Malaysia, Canada, Australia, the Philippines, South Korea, and Singapore. Applicants from other countries are also welcome to inquire. Must have a smartphone and internet connection. You must follow the provided instructions and submit a video or screenshots of the test results. After passing the test, we will provide the application download link and detailed instructions. This test is for evaluation purposes only and does not constitute any investment advice. Test Content: A. Identity Verification – Complete identity verification according to the instructions within the application (enter the specified invitation code). B. Bind Mobile Number / Activate Functionality – Verify your mobile number and ensu...

I want to automate the print-book setup flow on IngramSpark. The goal is a small program—Python with Selenium or a comparable browser-automation tool is fine—that logs into my account, steps through the print title creation pages, and drops in the four core fields I’ll supply at run time: ISBN, book title, author name, and the long description. All other fields can remain at their default values; pricing, discounts, paper stock, etc. are outside the scope for now. Operation should be simple: on launch the script prompts me once for those four pieces of data (manual entry, no files), then proceeds to open a fresh browser session, navigate to , authenticate with credentials that I’ll enter or store in an env file, and submit the book until it reaches the stage where ...

I’m building a ROS 2 pipeline that must reliably spot nuts and bolts in a live camera feed and publish their positions to the rest of my stack in real time. Your job is to create the complete vision-detection module—from model training or fine-tuning through to a clean ROS 2 node that subscribes to an image topic and spits out the detected objects with bounding boxes (or masks) and a confidence score. OpenCV, TensorFlow/PyTorch and any of the common ROS 2 image-transport plugins are all fine as long as the final node runs on Humble and stays GPU-agnostic (CUDA acceleration is a bonus, not a requirement). I already have a test rig with a standard USB camera; if you need specific calibration images I can capture them for you. Please deliver: • Source code for the detection...

I’m looking to license or purchase a complete, already-finished Triple Chance slot game that runs smoothly on Windows desktop PCs. The build should be plug-and-play for me: install, launch, and the reels spin exactly like the classic Triple Chance experience. A key requirement is a built-in print function so the game can immediately send ticket or voucher information—winnings, session data, or simple receipts—to any standard Windows printer without extra configuration. The printer call must fire automatically after each game session or via a clear “Print” button inside the UI. I’m flexible on the underlying technology; Unity, C++, C#, or any stable framework is acceptable as long as it installs cleanly on current Windows versions and does not depen...

We are looking for a Senior Embedded Software Engineer with strong experience in Telecom/O-RAN to work with us on a client project. The role involves development, optimization, and maintenance of embedded software components in a Linux environment, with a focus on performance, reliability, and clean code. Responsibilities: Design, develop, and maintain embedded C/C++ modules for telecom/O-RAN systems Work on Linux-based environments, including debugging, optimization, and performance tuning Integrate and test software components within existing telecom infrastructure Collaborate with our internal engineering team and client’s technical team Write clean, maintainable, and well-documented code Participate in code reviews and propose improvements Requirements: Strong hands-on e...

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I want to give my Discord community a full-blown cricket experience: members draft their own teams, play head-to-head fixtures, and climb seasonal leaderboards while earning an in-game currency they can spend on transfers or upgrades. Here’s the gameplay scope I have in mind. The bot must let users create and manage squads, then simulate matches in T20, ODI (One Day) and Test formats. At launch I need three game modes—PvP challenges, knockout tournaments and long-form leagues—with the architecture left open so we can bolt on extra modes later. Each fixture should run ball-by-ball logic, generate realistic scorecards, update individual player statistics automatically, and broadcast concise commentary to match channels. An in-server economy underpins everything: every...

I have a small Java Swing application where several JCheckBox components refuse to stay checked when clicked. No exceptions are thrown; they simply pop back to an unchecked state immediately. I need someone to dive into the relevant UI and event-handling code, identify why the state isn’t persisting, and deliver a clean fix that works across Windows, macOS, and Linux builds of the app. You’ll receive the current source (Maven project) plus a short video showing the behaviour. Please return: • corrected code or patch files • a brief explanation of the root cause • confirmation tests or steps I can run to prove the boxes now retain their state If you’re comfortable debugging Swing listeners, model binding, or custom renderers, this should be a quick t...

I want a clean, well-documented Python application that plugs into the Fyers REST API and runs a fully automated intraday strategy. The logic is straightforward: a Moving Averages crossover confirmed by a Relative Strength Index (RSI) filter triggers entries, then the system exits when the opposite MA crossover appears or a user-defined RSI level is hit. Time-frames (1-min, 5-min, etc.) and all indicator parameters should be editable from a single config file so I can tweak the behaviour without touching the code. The program must: • Authenticate to Fyers using my API keys, refresh tokens automatically, and reconnect on dropouts. • Stream live market data, compute the MAs and RSI in real time (pandas_ta or TA-Lib are fine), and generate long/short orders the instant conditions...

I am ready to acquire a fully-packaged trading solution that has already been stress-tested in live conditions and is verifiably profitable—minimum 60 % return over a meaningful sample of trades. The system must trade across Forex, Crypto, and CFD markets, and it has to be plugged into an automation layer (bot or API integration) so I can deploy it immediately. Risk management is my top priority. Your method should demonstrate clearly defined position sizing, draw-down limits, and safety nets that have held up in both back-tests and live accounts. Without robust controls, the proposal will not be considered. To streamline selection, send a detailed project proposal that includes: • Strategy documentation explaining the logic, indicators, and time-frames • Proof of perf...

I need a fully-working mod menu (without needing to be the host or force host for the match or game) for Call of Duty: Black Ops 2 that runs on a PlayStation 3 with HEN only—no CFW. Every option must function in both Multiplayer and Zombies. What the menu has to do • Detect when other players are running any kind of mod menu. • Shield me from hostile actions (kicks, freezes, forced crashes) especially from theater mode mod users try also to protect me from hen mods and cfw (if possible). • Let me kick or crash problem players myself. • Rank-up, derank or completely reset stats from leaderboard for any profile without corrupting their profiles, including my own, in both game modes. Nothing else is required; aimbot, god-mode and similar extras should be le...

I need a small software tool that runs on an NVIDIA Jetson Orin Nano to capture, organize, and export a labeled image/video dataset for training YOLO object detection models. The camera is an 640×512 sensor connected via MIPI CSI-2 (4 lanes) using a 22-pin ribbon cable to the Jetson Orin Nano CSI connector. The tool should support live preview, capture, dataset management, and YOLO-format export. Build an application that: - Interfaces with the camera on Jetson Orin Nano - Acquire frames from the MIPI CSI-2 camera reliably (GStreamer / V4L2 / libargus or best approach for this sensor). - Provide live preview (grayscale or false color optional). - Display FPS + resolution. Dataset capture: - Capture single frames and/or short clips (optional). - Save images in a consist...

Don't forget to write your Github or Gitlab profile on the top of bid. If not, will ignore it. I’m building a full-featured desktop application and need an experienced Qt developer who is completely comfortable working in modern C++. The core of the job is to take my functional requirements, translate them into a clean Qt-based architecture, and deliver a polished, installable application that runs smoothly on Windows (and ideally macOS/Linux if you can accommodate cross-platform targets). You’ll be responsible for designing and wiring up the entire UI with Qt Widgets or Qt Quick—whichever best suits the final UX—while also implementing the underlying logic in efficient, well-documented C++. Robust error handling, responsive layout behaviour, and adherence to ...

I have a working script that only finishes when it can grab more than 100 GB of RAM. Right now I keep it online by renting several VPS instances, which already drains well over $500 every month and still doesn’t let me scale efficiently when workload spikes. I’m absolutely open to revisiting the way the program uses resources. What I need first is a sharp mind that can study the current setup, pinpoint where memory is wasted, and outline a smarter resource-management strategy. Whether the answer ends up being sharding the job across nodes, streaming data in smaller chunks, redesigning the in-memory structures, or off-loading parts to a managed cloud service, I’m ready to explore it—as long as we end up with a solution that scales without blowing up the budget. ...

I have a 32-bit native Windows program that is still wrapped with Enigma Protector 4.x. I need the protection completely removed so I can freely modify and rebuild the binary. My own disassembly workflow is done in IDA Pro, so the final file must load cleanly there without any of Enigma’s obfuscation layers, virtual machines or anti-debug tricks. What I expect from you: • A fully unpacked, runnable executable whose behaviour matches the original one‐to‐one. • All sections properly restored, with imports, relocations and resources intact. • No remaining Enigma stubs; the file should be traceable and patchable in a standard debugger. Fast turnaround is important—I’m ready to test your output as soon as it is delivered and approve payment immediately...

I need a small utility that hooks into a PC game built on a custom engine and, at run-time, captures three things per frame: • the full 4×4 view-projection camera matrix • the depth buffer in linear space • the raw, uncompressed RGB back-buffer All data should be written straight to disk in a clean, well-documented CSV schema so I can feed it directly to my AI training pipeline later. Resolution, frame interval and output folder must be user-configurable through simple flags or an .ini file. I am comfortable providing you with a private build of the game plus symbols; the rest of the reverse-engineering or graphics API interception logic is yours to implement. Feel free to rely on tools such as RenderDoc, NVIDIA Nsight, Detours, or your own DLL injection met...

My trading algorithm is missing profitable entries because the real-time feed reaches it a few seconds too late. The logic itself works; the bottleneck sits in the data path and the supporting back-end services. I need you to trace where the latency creeps in, redesign or optimise that layer, and hand back a snappy, reliable pipeline that keeps quotes, trades and order events truly live. Current situation • Incoming prices arrive from the provider in real time, yet by the time the algo processes them I can see a noticeable lag on the dashboard. • Once the delay starts it snowballs throughout the session until I restart the services. 2. Code or configuration changes that bring the end-to-end delay under 50 ms. 3. A concise hand-off document (setup steps, dependencies, a...

Unreal Engine 5.7 Game Developer Using AI tools is a must. Having Experience with FPS GAME ( First person shooting Game) Level: Mid to Senior About the Role We are looking for a passionate and skilled Unreal Engine 5 Game Developer to join our team. You will be responsible for building and implementing core gameplay systems, enemy AI behavior, spawning mechanics, and interactive game features in a fast-paced development environment. Using AI tools is a must. Having Experience with FPS GAME ( First person shooting Game) Responsibilities Design and implement gameplay mechanics including player interactions, force fields, timers, point collection, and weapon systems Develop and integrate AI behavior for enemies using Unreal Engine's Behavior Trees and Blackboards Build and manage ene...

We are looking for a developer to push the boundaries of a Knight Online private server environment. This is not a standard automation project; it is a deep-dive technical challenge focused on memory manipulation and protocol exploitation. If you understand the "old-school" architecture of KO (old game 2008) and know how to bypass client-side limitations, this is for you. Advanced Feature Set: Memory-Level Manipulation: Developing a robust KOXP (bot) with seamless targeting and skill combo. Protocol Exploits: Investigating and implementing (where possible) advanced modifications such as: -Skill Cooldown Optimization (reducing/bypassing client-side timers). -Attack Exploits -Range/Distance Extension (Attack distance manipulation). -Speed & Animation Canceling. Packet M...

Semantic Compiler Engineer We are looking for a Semantic Compiler Engineer with the following skills and experience: Compiler Engineering: - Demonstrable experience building a compiler, transpiler, code generator, or static analysis tool - Proficiency with multi-stage pipeline design: parsing, AST construction, semantic analysis, code emission - Understanding of type systems, type inference, and type-directed code generation - Experience with graph algorithms: DFS, topological sort, cycle detection, parallel scheduling TypeScript / Node.js: - TypeScript 5.x with strict mode: discriminated unions, conditional types, template literals, mapped types - Node.js 18 LTS runtime, ESM modules, async/await, concurrency patterns - Zod schema definition and .safeParse() integration for runtime val...

I already use the Windows “Any Weapon” trainer for Manhunt on my desktop, but I’d like the exact same functionality on my Steam Deck running the default SteamOS image. Your job is to package or rebuild the trainer so it launches through Steam, recognises the Proton-executed game process, and lets me toggle every cheat—unlimited ammo, health boosts, weapon unlocks and, of course, the signature “any weapon” option—directly on-screen without crashing the title or tripping Easy Anti-Cheat. Manhunt is installed through my Steam library with Proton GE, so whatever you create must hook cleanly in that environment. I’m happy if you adapt the existing Windows executable with a compatibility layer, write a native Linux helper, or compile a brand-new t...

I need a Windows-based desktop application that turns a single still image into an AI-generated video, entirely offline. The workflow should rely on a local Stable Diffusion installation and incorporate the WAN2.6 model to drive the final animation—no external API calls, cloud processing, or telemetry of any kind. Core requirements • Runs natively on Windows 10/11 and installs with minimal user setup. • Accepts at least JPEG files for input; adding PNG or BMP later should remain possible. • Generates a short video (MP4 preferred) by feeding the image through Stable Diffusion and WAN2.6. • Interface must feel intuitive for non-technical users while exposing advanced settings in an “expert” panel. • Conversion speed is critical; please op...

I need the 2003 Xbox real-time strategy title “Alien Vs Predator: Extinction” rebuilt so it runs natively on Windows. The core gameplay, factions, units, maps, AI behaviour, cut-scenes and balance should feel faithful to the original; what I want added is robust online multiplayer. My must-have improvement is head-to-head PVP so two players can field their customised armies over the internet rather than just split-screen or system-link. In addition, please work a co-op version of the story campaign and a Team Battle mode that supports up to four independent teams (2-4 human or AI players in any mix). I’m flexible on engine choice—Unity, Unreal or even a proprietary solution—so long as the final build installs easily on modern Windows PCs, supports common res...

I’m building a diffusion–based pipeline focused on image generation, and I want the results to be crisp, large-format visuals rather than the low-res outputs many models settle for. Your task is two-fold: first, curate or assemble a fit-for-purpose dataset (I don’t yet have one), and second, train a state-of-the-art z-image diffusion model that consistently produces high-resolution renders. You’ll have freedom in tool choice—PyTorch, TensorFlow, DreamBooth, LoRA or any other modern techniques are fine—as long as the final model can be reproduced from the training scripts you deliver. I expect the usual artefacts: cleaned dataset (with clear licensing notes), training code, model checkpoints, and a concise README outlining hyper-parameters, compute used,...