Python api testing tutorialKazi
Natafuta mtaalamu anayeweza kujenga kipengele cha AI kinachotambua lugha moja kwa moja kutoka kwenye maandishi. Lengo langu ni kupata mfumo mwepesi wa kuingiza kipande cha maandishi na kupokea majibu sahihi ya ni lugha gani imetumika. Niko wazi kwa mbinu zozote bora—iwe ni kutumia Python na maktaba kama spaCy, FastText, au modeli zilizofundishwa tayari za Transformer—mradi matokeo yawe sahihi na yapatikane kwa muda mfupi. Ikiwa una suluhisho la kutumia API zilizopo (mfano Google Cloud Translate au Amazon Comprehend) pia niko tayari kulizingatia, bora gharama zisiwe kubwa kupita kiasi. Ninahitaji: • Kanuni (source code) iliyoandikwa kwa usafi, ikifuatwa na maelezo mafupi ya jinsi ya kuiendesha. • Mfano wa faili ya kujaribu (demo script au notebook) in...
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...dok kasnije kao nadogradnju mozemo dodati turnire koji ce se odvijati po istom principu kao u ovoj igri(bilijar). Igra ce imati chat kao i mogucnost da neko treci udje u "sobu" i prati odvijanje same partije. Bavim se Web programiranjem(PHP) tako da mogu kreirati celokupnu semu baze(mysql) na osnovu koje cete dosta preciznije znati kojim cete sve informacijama baratati a takodje mogu uraditi i API koji ce baratati podacima(upisivati, obradjivati i servirati aplikaciji). Igra nece biti graficki bogata, posedovace "in App Purchases" opcije i bice multijezicna. Ukoliko ste generalno zainteresovani za izradu napravicu detaljniji opis kako igra treba da izgleda i kako se odvija sama partija a ako ste u Beogradu mozemo se i videti. Sto se tice vremenskog roka tu ...
Zdravei Radoslav, Tursq si web developer na Python sus slednite sposobnosti: *Legacy Django (<1.2) project needing brushing up to 1.4/1.5. Deep knowledge of Django/Python best practices. Skills: - Python (4 years) - Django (2 years) - SQL & Django-South (2 years) Dobro zaplashtane. Svurji se ako si zainteresovan. Inna Amesheva
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Radimo na ravoju Booking Engine-a za avio kompanije. Potrebna nam je pomoc da bi smo dovrsili projekat.
...backend systems structured data AI Tools (Strong Expectation) You should actively use: Claude / ChatGPT / Gemini Cursor / Copilot / AI coding tools Prompt engineering in real workflows Debugging and refining AI outputs Bonus (Very Relevant) RAG (Retrieval-Augmented Generation) Codebase indexing / embeddings Automated test generation Experience with logs / telemetry for feedback loops Tech Stack Python (preferred) Node.js / Java (good to have) Vector DBs (Pinecone, Weaviate, etc.) APIs, JSON, data pipelines What Stands Out (Real Signals) You’ve built something end-to-end using AI tools You rely on AI daily to write or improve code You’ve worked on real systems, not just notebooks...
...between. Here’s what I regularly rely on you to do: • Theme customization – tweak layouts, modify Liquid templates, create reusable sections, and ensure responsive designs. • App integration – select, install, configure, and occasionally troubleshoot third-party apps so they work seamlessly with the theme and existing workflows. • Custom coding – write clean Liquid, JavaScript, and Shopify API scripts for bespoke features, automation, and performance improvements. I’m looking for someone with advanced Shopify experience who can: • Navigate Liquid, JSON, and Shopify CLI without guidance. • Optimize speed, SEO, and accessibility as you code. • Work in Git for version control and comfortably collaborate through pu...
...Requirements Use a reliable open-source backend (Django / Node.js / similar) Clean, modern UI (Material Design preferred) Optimized for performance (fast loading) Android app (native or cross-platform like Flutter/React Native) Basic security + scalable architecture Deliverables Full source code (web + mobile) Deployed demo (web + APK) Setup + technical documentation Timeline Total: 1 month (including testing & fixes) Budget ₹20,000 (fixed) What to Include in Proposal Tech stack you will use Relevant past work (especially SaaS or school systems) Timeline breakdown Whether you will use an existing open-source base...
I need a clean, well-documented Python solution that automatically visits the e-commerce pages I’ll provide, pulls all relevant product details (name, price, availability, SKU, rating, image URL, and any variant information), and saves everything in a tidy CSV and JSON format. The script should: • run headless, respect , and rotate user agents / delays to avoid blocking • handle pagination and dynamic content (Selenium or similar only if JavaScript rendering is essential) • be easy for me to adjust—site URLs, HTML selectors, or output paths should sit in a single config file • log each run so I can trace errors or missing rows later Please write it in modern Python (3.10+), using popular libraries such as requests, BeautifulSoup, Sc...
I am looking for a Python developer to build a script that identifies brands on offering “free gift with purchase”. This project requires STRICT and ACCURATE detection logic. IMPORTANT — Exact Definition of “Free Gift” A brand should be marked as “Yes” ONLY when: The product has a structured offer inside: → “See all offers & discounts” → “Buy More, Save More” → “Free product” Example format: “Receive 1 Benefit Item free when you purchase 1 or more Qualifying Items” This section includes: “Free product” label “Benefit item” “Qualifying items” Reference Example: URL: � Navigation: Product Page → “See all offers & discounts&rd...
...number and its current position on a live map – Driver details – Estimated Time of Arrival for the next stops • Alert centre for the three notification types above, with sound or push messages. • Clean, responsive UI that works on desktop and common phone resolutions. Deliverables 1. Firmware code for the NodeMCU with clear pin mappings and README for flashing. 2. Backend source with documented API endpoints, database schema and deployment scripts. 3. React web app and React Native project with installation instructions. 4. Postman (or similar) collection covering every endpoint. 5. Short video or live demo proving end-to-end tracking in real time. Acceptance criteria • A test bus icon must appear on both apps within five seconds of movement. • E...
...React-based, shows stale or missing data whenever these glitches occur. I need you to: • Trace and eliminate the server crashes, API failures, and data-processing bottlenecks. • Restore stable, persistent database connectivity. • Debug and stabilise the Stripe and Ziina payment workflows end-to-end. • Ensure the Admin panel reflects real-time, accurate information once the fixes are in place. Acceptance is simple: no uncaught exceptions in logs, all endpoints return expected payloads under load, payments settle successfully every time, and the Admin panel mirrors live data without lag. I’ll spin up staging so you can push branches for review and automated testing. If you live and breathe MongoDB, Express, React, Node, and have hands-on...
Title Senior Trading Bot Developer (IBKR Required) — Fix or Rebuild System into Reliable AI Trading Engine Overview I am looking for a highly experienced trading bot developer with proven experience using the Interactive Brokers (IBKR) API to either: Fix and stabilize an existing trading bot, OR Rebuild it from scratch if that is the better approach The current system is already fully built but unreliable. It frequently fails to execute trades correctly and cannot be trusted in its current state. Your role is to turn this into a fully working, execution-reliable trading system that: Executes Discord-based trade alerts flawlessly Uses an AI-powered decision layer to manage trades Continuously improves performance over time Important — Read Before Applying Your bid...
I need a Shopify e-commerce website to sell physical goods. I also need a payment gateway API integrated. Requirements: - Build a user-friendly, visually appealing Shopify e-commerce site - Integrate payment gateway API - Ensure site is mobile-responsive and SEO-optimized - Set up product categories, pages, and payment processing Ideal Skills: - Proven experience with Shopify - Strong knowledge of payment gateway integrations - Familiarity with SEO and mobile-responsive design - Attention to detail and design aesthetics Please include examples of previous Shopify projects in your bid.
...services) Payment integration (Razorpay/Paytm/UPI — must work within WhatsApp flow) Automated reminders (appointment confirmations, follow-ups) Broadcast campaign setup for health tips, offers, and announcements Multi-language support (English + Hindi at minimum) Proper fallback to human agent when bot can't resolve Requirements: Proven experience building bots on AiSensy (not just any WhatsApp API — AiSensy specifically) Experience with payment gateway integration inside chat flows Must share past work/portfolio of AiSensy bots built Hospital/healthcare chatbot experience is a strong plus Deliverable: Fully tested, live bot — not wireframes, not "strategy docs" What we'll provide: AiSensy account access Hospital service list, doctor deta...
I release a steady stream of intermediate-level tutorial content each month and now want one dedicated person to handle the entire post-production pipeline for me on a full-time, recurring basis. Here’s the day-to-day flow: • I’ll drop raw screen-recordings, talking-head clips, and supporting assets into a shared cloud folder. • You transform them into polished, engaging tutorials—clean cuts, smooth transitions, on-brand lower-thirds, call-outs, royalty-free background music, and tight audio leveling. • Once approved, you generate optimized exports (1080p or higher), craft an eye-catching thumbnail, write concise metadata, and upload/schedule the video on the relevant platform (YouTube and my LMS). Consistency, quick turnaround, and clear communica...
...Build a simple “Add Lead” and “View Leads” functionality and connect frontend with backend. Scope of Work: * Create a form in React to add a new lead (name, email, phone) * Build an API using Node.js and to save lead data * Store data in MongoDB using Mongoose * Display saved leads in a simple list/table on the frontend * Connect frontend with backend using REST APIs Requirements: * Experience with React.js (frontend) * Strong knowledge of Node.js and * Experience with MongoDB and Mongoose * Understanding of API integration Deliverables: * Working form + lead list UI * Functional API endpoints (POST + GET) * Clean and structured code Timeline: 1–2 days Budget: Small task (fixed price) This is a quick task, but if done well, th...
...or ads Tech stack Frontend can stay simple—HTML, CSS and vanilla JavaScript are fine as long as they produce a responsive layout. For the backend I am flexible: Node.js, PHP or Python are all acceptable; choose whichever lets you handle Instagram endpoints most efficiently and keep response times low. Nice-to-haves • An admin area for basic stats or key management • Docker or similar setup scripts so I can deploy quickly on a VPS Deliverables 1. Complete, well-commented source code 2. Instructions or scripts for deployment (production and dev) 3. Brief hand-off session or document covering any API keys and rate-limit considerations I’m working with a modest budget yet I’m ready to be fair for a robust solution. My ideal timeline ...
...all bookings * Assign gardeners * Track status (Pending / Assigned / Completed) * Manage customer & gardener data * Basic reporting (daily bookings, completed jobs) --- #### 2. Booking System * Capture booking data from WhatsApp (API/webhook integration) * Store customer details (name, address, service, date) --- #### 3. Gardener Management * Add/manage gardeners * Manual job assignment --- #### 4. Notifications * WhatsApp/SMS alerts for: * Job assigned * Job completed --- ### Tech Requirements * Scalable backend (Node.js / Python preferred) * API-first architecture * Clean database design * GitHub code access (mandatory) * Basic documentation --- ### Timeline * MVP delivery: **3–5 weeks** --- ### Budget * Fixed project cost * Milest...
I have a PLC control panel that is ready for hands-on work and I need an experienced wireman to take it from loose components to a fully commissioned unit. Your main focus will be on clean, accurate wiring and assembly followed by thorough testing and commissioning to verify every I/O point and safety interlock. You will receive the schematic, parts list, and any programming files already prepared; the task is strictly panel-side. Once the wiring is complete, I’ll count on you to perform continuity checks, insulation resistance tests, power-up verification, and a final functional run to prove the panel is production-ready. Deliverables • Neatly wired PLC control panel built to the supplied schematic • Full test report outlining methods, measurements, and result...
We are FMNAG, a Sales-Company. Who can proactively support the implementation of this process? Especially by: + experience with CRM and most of the following techstack + connecting the software + build a workflow + testing the workflow + collaboration with BestSoftwareCompany and FMNAG 0. BestSoftwareCompany Overview BestSoftwareCompany offers: • AI Auto-Sales-Agents • AI enrichment • AI decision-making • Multi-channel outbound • Human GTM engineers • Strategy + execution • high base costs plus licence costs for software 1. Management Summary FMNAG plans to scale digital product sales across e. g. Switzerland, Poland, and Vietnam using a lean, automation first sales tech stack. The product price (100 EUR) and the sales targets (1’000 units...
One-Time Setup Activities 1. Review of app positioning, value proposition, and ...Business Manager, ad account, and required access permissions 6. Verification of app connection setup for both iOS and Android within Meta Ads Manager 7. Validation of app install tracking, attribution setup, and event configuration 8. Campaign strategy finalization including audience structure, test logic, and launch priorities 9. Setup of campaign naming conventions, ad set structure, and ad-level testing framework 10. Creation of initial campaigns, ad sets, ads, copy variants, and CTA configuration 11. Placement readiness review across Facebook and Instagram inventory 12. Compliance review of ad copy and creatives based on Meta policy requirements 13. Final pre-launch QA and publishing of the launc...
...translating those insights into tightly structured campaigns across Facebook and Instagram. You’ll be responsible for shaping the entire funnel: crafting persuasive ad copy and creative, building conversion-optimised ad sets, installing and verifying the Meta pixel, and setting up any custom events we may need for deeper attribution. Once live, I expect ongoing optimisation: bid adjustments, A/B testing of creatives, refining look-alike and saved audiences, and clear weekly reporting that highlights CPL/CPA, ROAS, and next-step recommendations. Deliverables • Audience matrices covering age & gender, location, and interest/behaviour layers • 10 ad creatives (image or short video) with matching copy variations • Fully configured campaigns inside Met...
Hii, Freelancer's I want to sell my brain training and habit builder app named NEURIX. The app includes home page, ai coach page with ai chat bot and ai voice model supported by gemini api, analytics page and profile page. You can also create your account supported by firebase auth. You can also add your friends and can also have a chat with them. If you are interested in buying my app then message me for demo url
I need an experienced developer to integrate a API from a marketplace e-commerce site to our order desk account Key Requirements: - API integration experience, particularly with e-commerce platforms - Knowledge of shipment tracking APIs - Ability to ensure seamless functionality and user experience - Attention to detail and problem-solving skills Please provide examples of similar work and your approach to ensure a smooth integration.
...UI looks consistent and the codebase can be maintained. H.264/H.265 decoding, RTSP/ONVIF compatibility, and HTTPS authentication will likely come into play, so experience with video streaming libraries (FFmpeg, WebRTC, or similar) is important. Deliverables 1. Source code with build instructions for both platforms 2. Signed builds ready for TestFlight and Google Play internal testing 3. Brief user guide and API/SDK documentation for future maintenance Acceptance criteria • Live video starts within two seconds on a standard Wi-Fi connection • Playback responds in under one second to seek commands • No crashes or memory leaks during a continuous 24-hour run in test mode If this sounds like a project you can complete end-to-end—including UI...
...Authentication • Implement login using existing backend APIs • Credentials provided by the research team 2. Task Management • Fetch and display tasks from the backend • Each task includes: o Instructions o Recording duration o Upload requirements • Support: o Multiple recordings per task o External links (e.g. surveys) 3. Screen Recording (Core Feature) • Per task screen recording: o Android: MediaProjection API o iOS: ReplayKit • Recording requirements: o User initiated only (no background recording) o Visible system recording indicator o Auto stop after defined duration • Handle: o Interruptions o Local file storage 4. Recording Review & Upload • Post recording preview screen • User options: o Upload o Delete and re record ...
...must be secured with two-factor authentication so only authorised staff can review real-time visitor logs, export reports (CSV/PDF), and manage the QR codes. Push notifications or email alerts to the host on visitor arrival are essential. Core deliverables • Universal iOS & Android apps built with a cross-platform framework of your choice (Flutter, React Native, etc.) • Backend with secure API to store visitor data, generate unique QR codes, and handle 2FA (Google Authenticator or similar) • Simple web dashboard for staff to view history, filter by date/host, and download reports • Branded splash screen, icon, and an installable APK/IPA ready for store submission Acceptance criteria – Scan-to-check-in and scan-to-checkout flow completes i...
...stream handling (FFmpeg / GStreamer preferred) * Experience deploying models on: * Linux systems * Edge devices (Jetson preferred) --- **SDK Requirements:** * Deliverable must be a reusable SDK (not just an application) * Provide APIs in: * Python and/or C++ * Documentation for integration * Sample application for testing --- **Performance Expectations:** * Recognition latency: < 500 ms per frame * Accuracy target: * ≥ 95% (day conditions) * ≥ 90% (night conditions) --- **Deliverables:** 1. Working ANPR SDK (Linux-based) 2. API documentation 3. Demo application 4. Test results (accuracy benchmarks) 5. Deployment guide **Project Duration:** 4–8 weeks (flexible based on approach) --- **Eligibility Criteria:** Applicants must h...
I'm looking for an experienced sales freelancer to find and close clients for Machine Learning and Python development projects. Your job is to prospect potential clients, pitch our services, and bring in signed projects. You will handle the initial communication until the client is handed off to our technical team. We work on ML models, data analysis, Python automation, AI solutions, and chatbot development. This is a commission-based role. You earn a percentage of every project you close. The more you bring in, the more you earn. Remote and flexible work arrangement. Ideal candidate has experience selling tech or software services, knows how to use platforms like LinkedIn or Upwork for outreach, and has strong English communication skills. Please include examples of pas...
I ha...tested, I want the builds prepared, signed, and successfully published on the Apple App Store and Google Play. Here’s what I expect: finish those final features within the existing codebase, make sure everything passes Apple’s and Google’s latest review guidelines for audio and social interaction apps, then handle the entire deployment flow—store-listing metadata, screenshots, TestFlight / closed testing, bundle uploads, and the inevitable round of reviewer questions. If you have solid experience shepherding partially completed Swift, Kotlin, or cross-platform projects through to public release—and can prove it with live links you’ve shipped—let’s talk. My goal is simple: see the app approved and available for download without...
I need a python code to run everyday that scrapes a website.
Ich nutze ein kleines, selbstausführendes C#-Programm, das auf Knopfdruck vordefinierte E-Mails an unsere Versanddienstleister verschickt. Der Versand läuft aktuell über klassisches SMTP – und genau hier liegt das Problem: Wir müssen komplett auf OAuth 2.0 mit Office 365 umstellen, damit der Mailversand weiterhin funktioniert. Was bisher bekannt ist • Das...Sicherstellung, dass alle bisherigen Funktionen (E-Mail-Vorlagen auswählen, Versand auslösen, Logging) identisch weiterlaufen. 4. Eine kurze technische Dokumentation, damit wir künftig unabhängig nachjustieren können. Bitte gib mir eine grobe Einschätzung zum Vorgehen (Reverse Engineering vs. Neuentwicklung) und nenne die wichtigsten Meilensteine, die du siehst. Erf...
Important (Please Read Before Bidding): Do NOT bid if you only have front-end or basic development experience We need someone with strong PHP backend + API integration experience Experience with integrations like QuickBooks, PandaDoc, Calendly (or similar APIs) is required Please share relevant past work or similar projects Generic copy-paste proposals will be ignored. To confirm you have read and understood the requirement, please start your proposal with: “I understand this is integration work inside an existing PHP CRM, not a new system.” Only experienced developers should apply. We need some integrations added inside our existing PHP CRM. We do not want any separate system or separate dashboard. Everything should work inside our current CRM only. Our main r...
... • Prevent deletion if assigned to employees. • Changes must sync with attendance, payroll, and reports. 3. Attendance Management • Company calendar with 12 annual festive holidays. • Daily check-in / check-out system. • Auto calculation of total working hours. • Attendance status: Present, Absent, Late, Half Day, Leave. • Manual editing by HR/Admin. • Biometric integration (CSV/Excel upload or API integration). • Monthly attendance reports (employee & department wise). 4. Leave Management • Leave types (Casual, Sick, Paid, etc.). • Leave application & approval workflow (single & multi-level). • Leave balance auto deduction & restoration. • Monthly and department-wise leave reports. 5. Payroll Manage...
...performance Key Responsibilities Content Strategy & Creation Planning content for: Blogs, websites Social media (Facebook, Instagram, TikTok) Email marketing Writing SEO-optimized articles, storytelling marketing Producing diverse content: articles, short videos, reels Content Performance Optimization Analyzing content performance (traffic, engagement, conversion) Optimizing content based on data A/B testing of titles, CTAs, and content formats Collaboration Working with the Ads, Design, and SEO teams Coordinating the development of synchronized marketing campaigns Brand Voice & Messaging Building and maintaining brand voice Ensuring consistency across all communication channels Requirements 6 months – 2 years of experience in Content Marketing Strong writing skil...
...from an external source, so the sheet must accommodate both entry styles without breaking formulas or formatting. Here is what I have in mind: • Core layout: a clean, well-structured master sheet with intuitive columns, filters, and basic data-validation rules to keep entries consistent. • Automated import: an Apps Script or built-in connector that can pull new rows from a designated source (API, CSV in Drive, or another sheet—whichever is simplest) on a schedule I can tweak. • Manual entry support: protected formulas, drop-down lists, and conditional formatting so anyone can add rows without harming calculations or the look and feel. • Quick stats: a summary tab that aggregates totals, counts, or any other high-level insights you think make sens...
...Voice Call System AI-powered voice calling for inbound/outbound demo calls Text-to-Speech (TTS) and Speech-to-Text (STT) integration Natural human-like voice interaction Ability to handle simple call scenarios (greetings, inquiries, follow-ups) Flutter Mobile App (Demo App) Cross-platform Flutter app (Android & iOS) Showcases AI chatbot and voice call features Clean UI for demo purposes API integration for AI services Static Website Professional, responsive static website Sections: Home, Features, AI Demo (Chat/Voice), About, Contact AI chatbot embedded on the website Optimized for client presentations Expectations Clean, modular, and scalable code Focus on demo usability, not full production Well-documented setup for easy client demonstrations Modern UI/UX...
I have an upcoming online computer-science test that concentrates on programming. The platform will present timed questions, mostly in Python with a few that may require work in R Studio. I need a reliable, fast thinker who can stay online with me throughout the session, supply accurate code or concise explanations on demand, and keep the entire process strictly confidential. Deliverables • Be signed in and ready at least 10 minutes before the test window opens (exact date and time will be confirmed once we start). • Provide correct, runnable solutions in Python and R Studio as each question appears. • Remain available until the timer ends so I can clarify anything instantly. Acceptance criteria • Every answer you send must execute without er...
I need a fully operational e-commerce website set up on Shopify that is ready to start taking orders the moment we launch. The store must include robust product search and filtering so customers can quickly find what they need, indiv...major cards and PayPal. Behind the scenes I want a clean admin dashboard where my team can add or edit products, view sales analytics, and manage inventory without touching code. All designs should be responsive and load fast on mobile as well as desktop. Please handle the full build: theme selection or custom theme work, configuration, minor design tweaks to keep branding consistent, and testing to be sure checkout, accounts, and search all work flawlessly. Once complete, handoff should include brief onboarding so we know how to run the store d...
I’m looking for a dedicated SEO specialist who can work with me on a full-time basis across several websites. The primary objective is clear: drive sustained org...portfolio spans several niches and content types—from blogs and resource hubs to product and service pages—so adaptability is key. You’ll need to step into each vertical quickly, assess competitive landscapes, and craft bespoke strategies. Who succeeds here You have a proven record of lifting organic traffic for multi-site or multilingual projects, stay current on algorithm updates, and enjoy testing fresh ideas backed by data. Clear communication, proactive problem-solving, and the willingness to iterate are essential. If you’re ready to own the full SEO cycle and help each site reach its ...
...and future scaling needs. Must-have functionality • Secure user authentication (signup, login, password reset) • Dynamic forms that validate smoothly on client and server • A clean, data-driven dashboard for logged-in users Performance & quality The site needs to load fast, score well on basic SEO checks, and follow best practices for security. I’ll rely on you for unit and integration testing, ruthless bug fixing, and a painless deployment workflow (Git, CI/CD or similar). Process & communication I value clear, timely updates—short Loom walkthroughs or concise messages are perfect. We’ll iterate against the reference designs until everything aligns with the creative and artistic feel I’m after. Deliverables 1. Fully respon...
...desktop Develop frontend using HTML, CSS, JavaScript (or frameworks like React) Backend development using technologies like Node.js / PHP / Python (as required) Database integration (MySQL / MongoDB) Implement user authentication (login/signup) if needed Add required features such as forms, dashboards, APIs, etc. SEO-friendly structure and fast performance optimization Fix bugs and ensure smooth functionality Deploy the website on a hosting server Required Skills: Strong knowledge of HTML, CSS, JavaScript Experience with frontend frameworks (React, Angular, or Vue) Backend development experience (Node.js, PHP, Django, etc.) Database management (MySQL, MongoDB) API integration Responsive and cross-browser compatibility Version control (Git) Additional Requirements: Good...
...Sourcing/Advice: Recommending a high-quality, wide-angle camera module (e.g., 1080p or 4K USB/MIPI module) and a discrete, high-gain microphone that will fit within the existing housing. • Disassembly & Installation: Carefully opening the unit and swapping the original hardware for the new modules. • Integration: Ensuring the new components interface correctly with the internal software/storage system. • Testing: Verifying clear audio and sharp video recording without lag. Requirements: • Experience with small electronics, soldering, and component integration. • Familiarity with single-board computers (like Raspberry Pi or similar) or internal USB camera modules is a plus. • Must have your own tools and a clean workspace to avoid scratching the u...