SUMMARY: Hard-working Colombian Teacher & Student Looking for a Remote Job * Encouraged to get goals oriented to give productive solutions in teaching Spanish online with 2+ years of experience planning fun classes. I am looking to teach Spanish in an alternative way with children and adults, through a guide book and pedagogically activities according to age and level. * Experienced in teaching Spanish online for more of 2 years and to foreign people. * At present I am related in teaching Spanish and English online focused on Guided questions and answers exercises. Help the student to use the language in different contexts. * Experienced teaching English in schools to children, with games and adults in private online classes with DELE activities and entertaining dynamics for grammar content. * I am passionate about teaching languages in a fun and effective way.

As a Full Stack AI Engineer, over the past 10 years, I've helped 100+ clients turn their ideas into revenue generating products. From early stage MVPs that went on to raise millions in funding, to AI powered SaaS platforms that scaled to thousands of users I'm a Top Rated Plus (i.e. Top 3% talent on Upwork) freelancer with $600K+ earned on Upwork and a 100% Job Success Score across various completed contracts. I don't just write code, I partner with founders and business owners to build products that actually move the needle for their business What I do best: AI & Generative AI: I integrate OpenAI, Claude, Gemini, and LLaMA into real products. From intelligent chatbots and document processing to custom AI workflows using LangChain and RAG pipelines, I build AI features that solve actual business problems, not just demos Full Stack Product Development: Whether it's a React/Next.js frontend, a Node.js or Django backend, or a React Native mobile app, I handle the full stack. I've shipped production apps in healthcare, fintech, e-commerce, and edtech DevOps & Infrastructure: I set up CI/CD pipelines, containerized deployments with Docker and Kubernetes, and cloud infrastructure on AWS, GCP, and Azure so your product scales reliably from day one How I work: I run every engagement with sprint planning, daily progress updates, and transparent communication through JIRA or Trello. You'll always know exactly where your project stands I focus on delivering within your budget and timeline, which is why clients keep coming back Best fit for: Startups building their first MVP, SaaS companies adding AI capabilities, and growing businesses that need a senior technical partner who can own the entire product development lifecycle

As a multilingual educator and linguist, I provide the high-quality human intelligence that powers next-generation AI. I combine a deep academic understanding of English and French syntax with native Macedonian expertise to deliver precision in data annotation, RLHF, and language instruction. Why Choose Me: AI & Data Precision: I specialize in Reinforcement Learning from Human Feedback (RLHF), Named Entity Recognition (NER), and sentiment analysis, ensuring AI models are linguistically accurate and culturally aware. Pedagogical Expertise: With years of experience as an ESL and French (FLE) teacher, I don’t just "know" the language—I understand its mechanics, making me an asset for complex linguistic labeling and quality assurance. Native Macedonian Localization: I help global brands and tech firms bridge the gap to the Macedonian market through expert translation and localization. Core Services: AI Training: Data Labeling, Prompt Engineering, and Linguistic Evaluation. Language Coaching: Professional ESL and French instruction for corporate or private clients. Translation: High-fidelity English/French to Macedonian localization. Whether you are training an LLM or looking to master a new language, I provide the structured, detail-oriented approach your project deserves. Let’s connect to discuss how I can support your goals.

I am a yogi, traveling to sacred sites for meditation and learning from sages. I spend my life in devotion to spiritual evolution to my best capacity. I offer tantric healing sessions by distance as well as holistic coaching sessions which you can access through this page. I also contract Client Success services and teach English. I am a qualified Master Coach accredited with the International Coaching Federation. I am certified in Biohacking; as a Meditation & Breathwork Coach; Reiki Practitioner; in Health & Energy Healing in a Taoist tradition; Human Design Coaching; Shadow Work Coaching; Neuro-Linguistic Programming; Advanced Tantra Yoga Teaching and Healing; and am a qualified Luxor Light Teacher and Healer. I have a Bachelor of Arts with First Class Honours in Indigenous Studies and Sustainable Development. I have Social Media Marketing certification and a TEFL certification. I have an 80wpm typing speed. In previous incarnations I have worked as: - Head of Client Success for a coaching company - customer support specialist for various government departments - an actress, voice over artist, hostess, model and dancer, as well as recruiting and coordinating artists in the entertainment industry; - an editor on several spiritual books; - a live-in carer for the aged and disabled in the UK; - administrative assistant/receptionist in a university in Northern Ireland; in a state peak social services organisation in Australia; and in the headquarters of a well-known electronics company in Canada; - hospitality assistant in a variety of roles and businesses, including housekeeping, catering, bar, and cafes; - a tantric yoga instructor/co-facilitator, with event coordination and marketing duties; - checkout operator at various gourmet and wholefoods supermarkets in Australia and Canada, as well as at music festivals; - face to face fundraiser for humanitarian and environmental charities - promo girl for ethical businesses; - traveling carnie in Canada; - deli assistant manager in various gourmet grocers in Australia and Canada. I previously held an Australian PhD scholarship, undertaking research in the field of Theatre Performance. As my relationship with Self deepened, I fell out of resonance with the academic institution and began to trust Bhagavan to provide me with the right means of support that is in alignment with my sadhana. Prior to the PhD I had completed a First Class Honours degree in Australian Indigenous Studies and a Bachelor of Arts in Sustainable Development. My main focus throughout my degree was on ecological spirituality. I've been practicing and studying yoga in various forms for almost twenty years. I was also brought up in the home of a professional energy healer, so I have been immersed in the subtle aspects of reality from childhood. Currently my practice is predominantly energy based meditation and asana as well as Guru bhakti. Ideally I would like to offer something from this aspect of my life as it is where my heart and soul reside. Let me know if there's something I might be able to do for you. I'm looking forward to what adventures Bhagavan will lead us on together in this beautiful world. Arunachalam!

LiveKit, WebRTC, SIP/VoIP, Electron, AI, video, audio, real-time software development at scale. 600M+ AI call minutes a month (Nucleus). $10M+ ARR EdTech (BrainCert). Enterprise VMS surveillance for 50,000 users (VALT). 𝗙𝗿𝗲𝗲 𝗣𝗥𝗗 𝗳𝗼𝗿 𝗻𝗲𝘄 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀, 𝗳𝗿𝗲𝗲 𝗰𝗼𝗱𝗲 𝗿𝗲𝘃𝗶𝗲𝘄 𝘄𝗶𝘁𝗵 𝗶𝘀𝘀𝘂𝗲 𝗿𝗼𝗼𝘁𝘀 𝗼𝗿 ~𝟱𝟬𝗵 𝘁𝗿𝗶𝗮𝗹 - 𝗳𝗼𝗿 𝗲𝘅𝗶𝘀𝘁𝗶𝗻𝗴 𝗼𝗻𝗲𝘀. I'm the CEO of Fora Soft, and personally architect every project. You get an owner accountable for delivery and senior judgment from day one, not a junior learning WebRTC on your budget. ⚠️ DM or invite me - I respond within 2 hours. WHAT I'VE BUILT (selected): → SpeedSpace (LiveKit) - remote video production on LiveKit, WebRTC, and FFmpeg. Makes content for Netflix, HBO, and Electronic Arts. Shown at Paris Fashion Week. → Nucleus .com (SIP/VoIP) - WebRTC and SIP business phone system for the Canadian telecom Fibernetics. 600M+ call minutes a month, 5,000+ businesses, AI voice agents, SOC II, HIPAA. → FRP.live (Electron) - desktop and AI music platform. 720,000+ licensed tracks from Sony, Universal, and Virgin. Used by 12,000+ DJs. → VocalViews .com (WebRTC) - research platform with 1M+ participants, used by Samsung, McDonald's, Google, Netflix, TikTok, Adobe. → Tyxit .com (Electron, audio) - Electron desktop app for sub-30ms live music. Performed at the Montreux Jazz Festival. $1.3M raised, partnered with Karmine Corp. → VALT ipivs .com (Wowza, WebRTC) - video recording, streaming, surveillance SaaS platform. 770+ US organizations, 2,500 IP cameras, 50K+ users. From $1M revenue in the launch year to $9.7M now. 12 years’ partnership. → Live Eye (Electron) - AI retail surveillance. 10K+ locations, $5M+ fraud prevented. → BrainCert .com - the first HTML5 + WebRTC virtual classroom. 100K+ customers, 500M+ classroom mins. → Sprii - €365M+ in live commerce sales. 72K+ live events. → StreamLayer - interactive sports overlays, $14.1M raised. NBC, CBS, Red Bull, Chelsea FC. PROBLEMS I SOLVE (with proof from real projects): • When third-party SaaS gets too expensive at scale: replaced GoogleDocs, Zoom and Discord with a custom LiveKit platform, 2,000 students in one live class (Scholarly: 15,000+ users) • Sub-30ms latency for live music (Tyxit, Electron app: Montreux Jazz) • SIP/VoIP calling at scale: WebRTC-to-SIP bridges, FreeSWITCH, Telnyx (Nucleus, 5K+ businesses) • AI surveillance on Electron desktop apps: $5M+ fraud prevented across 10K+ locations (Live Eye) • AI voice agents processing 600M+ call min/mo (Nucleus) • Secure video conferencing at enterprise scale: up to 500 participants, AES-256 (iMind: used by PwC and national telecoms) • Computer vision: 99.5% face recognition, 500K+ plates/day (Mindbox .ai) • Live commerce at €365M+ sales (Sprii: 72K+ events, 3K+ brands) • Sports tech: Premier League (Vokalo), NBC/CBS/Red Bull (StreamLayer, $14.1M raised) SPEC-FIRST AGENTIC AI: I work spec-first, not vibe-first. As CEO and architect, I write the full spec and architecture before any code. Then my senior team drives AI agents against strict guardrails to build production-grade systems. You get AI speed with the stability of a senior team. TECH I WORK WITH DAILY: ◆ Real-time, video, and audio: WebRTC, LiveKit, MediaSoup, MOQ, Ant, Kurento, Janus, Jitsi, Agora, FFmpeg, GStreamer, Wowza, HLS/DASH, RTMP/RTSP ◆ VoIP and telecom: SIP, FreeSWITCH, Telnyx, Twilio, Vonage ◆ Backend: Node.js, NestJS, Python, Go, PHP, PostgreSQL, MySQL, MongoDB, Redis ◆ Frontend and desktop: Electron, React, Next.js, Vue, Angular, JavaScript, TypeScript ◆ AI/ML: OpenAI API, Whisper, Deepgram, Speechmatics, Amazon Polly, TensorFlow, PyTorch, OpenCV ◆ Mobile: React Native, Flutter, Swift, Kotlin ◆ Infra: AWS, GCP, Azure, Docker, Kubernetes, CI/CD WHO I HELP: • Startups building their first video MVP • Scale-ups hitting WebRTC performance walls • Enterprises needing HIPAA/SOC2 video HOW I WORK: 1. 30-min call – assess your project honestly (including if we're NOT the right fit) 2. Written architecture + estimate within 24 hours 3. Dedicated team assigned within 1 week 4. I stay involved throughout – architecture reviews, tech decisions, escalations WAYS TO ENGAGE: build from scratch, drop in on the hard WebRTC/LiveKit/SIP/Electron modules, or rescue a stalled build. WHY FORA SOFT: 100% JSS, $10M+ earned, 925 jobs, 403K+ hours, 400+ clients across 17+ countries, 20 years in video, audio, and real-time software, Top WebRTC Developer 2022 and Top Telecom Developer 2024, 1 of 400 developers passes our internal selection. CLIENT FEEDBACK: "We've been working together for 10 years and continue. Fora Soft planned and built our entire video SaaS from scratch across web, iOS and Android." - Dustin, CTO @ VALT (50k users, 770 organizations, 2,500 IP cameras) ⚠️ Press Invite or message me. I'll send back a PRD, architecture, and an estimate within 24 hours.

Hello and welcome! I am a bilingual Commercial Director, Producer, Voice Talent, and Creative Consultant based in Shanghai, working across China and international markets. I help international companies film, produce, communicate, and execute projects across China and Greater China — combining creative production with practical on-the-ground coordination, bilingual communication, and cross-cultural problem solving. My work includes: • Commercials, branded content, and documentary production • China-based filming and production coordination • Factory visits and business liaison support • Creator/KOL sourcing and management • Event and trade show coverage • Localization and cultural adaptation • Voiceover and on-camera presentation Over the past decade, I have worked internationally across the UK, Australia, China, and Taiwan in film, advertising, media production, and education. I hold a Ph.D. in Film Studies from the University of Southampton (UK) and currently also work in university-level film and communication education. Many of my clients rely on me as a trusted bilingual production and communication partner in China — especially for projects requiring local coordination, international communication, and flexible real-world execution. Through Senshi Studio and our collaborator network, we are also able to support productions across major cities in China depending on project needs. Whether you need a China-based production partner, bilingual producer, voice talent, on-camera spokesperson, or cross-cultural creative support, I bring professionalism, flexibility, and hands-on execution to every collaboration. Best regards, Jim Liu

Live Video App Development, AI App Development, MVP Development, Video Surveillance, WebRTC & Live Streaming. I help founders and product teams plan, scope, and deliver production-grade video and AI applications with Fora Soft’s senior engineering team. My focus is discovery, product requirements, technical scoping, architecture planning, delivery coordination, and client communication. The engineering work is handled by Fora Soft’s specialized developers, architects, QA engineers, and project managers. Backed by Fora Soft: $10M+ earned on Upwork, 914 jobs, 401K+ hours, and 250+ projects since 2005. 𝗪𝗵𝗮𝘁 𝗜 𝗖𝗮𝗻 𝗛𝗲𝗹𝗽 𝗬𝗼𝘂 𝗕𝘂𝗶𝗹𝗱 – Live video apps, WebRTC platforms, streaming products, webinars, broadcasting, IPTV/OTT – AI video apps: object detection, facial analysis, emotion AI, speech-to-speech translation, captions, LLM assistants – Video surveillance and IP camera platforms: multi-camera ingestion, mobile-as-camera, smart analytics, Smart TV apps – VoIP, UCaaS, SIP, LiveKit, Twilio, Telnyx, FreeSWITCH, real-time communication systems – MVPs, rescue projects, architecture reviews, and modernization of existing systems 𝗥𝗲𝗰𝗲𝗻𝘁 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗘𝘅𝗮𝗺𝗽𝗹es → Nucleus – secure UCaaS platform by Fibernetics, a Canadian telecom serving 300K+ customers and 5,000+ businesses. Fora Soft worked on iOS and platform delivery for WebRTC + SIP audio/video, real-time voice workflows, CRM/ERP integrations, and enterprise-grade communication features. Project volume: $285K+ combined. → TransLinguist – real-time AI interpretation platform for video calls. The platform supports interpretation workflows across 75+ languages, certified interpreter operations, AI speech-to-speech features, and live captions. → Doorbell App – LiveKit SIP-to-WebRTC bridge for smart intercoms. Video and audio from SIP intercoms to a mobile app, low-latency media through LiveKit, and DTMF-based remote door opening. → EmoProof – on-device emotion AI for iOS using Core ML. Real-time facial emotion and voice sentiment analysis on the phone, with privacy-focused processing and journal-style trend stats. 𝗪𝗵𝗲𝗿𝗲 𝗙𝗼𝗿𝗮 𝗦𝗼𝗳𝘁 𝗜𝘀 𝗦𝘁𝗿𝗼𝗻𝗴𝗲𝘀𝘁 – Live streaming & WebRTC: low-latency broadcasting, webinars, multi-camera apps, IPTV/OTT – Video surveillance: IP cameras, mobile-as-camera, smart analytics, Smart TV apps – Real-time AI/ML on video: OpenCV, YOLO, facial analysis, object detection, speech AI, captions – Mobile live video: iOS, Android, React Native, AVFoundation, Camera2 – VoIP & UCaaS: SIP, FreeSWITCH, LiveKit, Telnyx, Twilio, high-load communication systems 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 𝗢𝘂𝗿 𝗧𝗲𝗮𝗺 𝗪𝗼𝗿𝗸𝘀 𝗪𝗶𝘁𝗵 ◆ Frontend: React, Next.js, Vue, Angular, TypeScript ◆ Backend: Node.js, NestJS, Python / FastAPI, Go, PHP / Laravel ◆ Video: WebRTC, LiveKit, Wowza, Kurento, MediaSoup, Janus, Jitsi, Agora, FFmpeg, GStreamer, HLS/DASH, RTMP/RTSP, SIP, FreeSWITCH, Telnyx, Twilio ◆ AI/ML: OpenAI API, Claude, Whisper, TensorFlow, PyTorch, OpenCV, YOLO, Azure AI Face, Deepgram ◆ Mobile: Swift, Kotlin, React Native, ARKit, ARCore, AVFoundation, Camera2 API ◆ Databases & Infrastructure: PostgreSQL, MongoDB, Redis, Elasticsearch, AWS, GCP, Docker, Kubernetes, NGINX, CI/CD 𝗪𝗵𝘆 𝗙𝗼𝗿𝗮𝗦𝗼𝗳𝘁 Fora Soft is a specialized video, WebRTC, and telecom software team with: – $10M+ earned on Upwork – 914 Upwork jobs – 401K+ hours – 250+ projects since 2005 – 400+ clients across 17+ countries – Deep experience in live video, streaming, VoIP, AI video, and real-time communication Send me a message or invite me to your job. I’ll review your idea, ask the right scoping questions, and suggest the best next step: discovery, audit, MVP planning, or full development.

IoT Product Development | Embedded Linux | Edge Gateways | Firmware | Cloud | Mobile Apps I help companies build & launch end-to-end IoT products — from sensor/firmware to cloud and dashboards. 15+ years experience | Delivered 50+ IoT/Embedded projects | $100K+ earnings on Upwork ✅ What We Build ✔ IoT Devices & Edge Gateways - Embedded Linux (Yocto/Buildroot), bootloader, kernel & device drivers - BLE / LoRa / ZigBee / Thread / UWB / WiFi / LTE connectivity - Secure firmware (Secure Boot, Verified Boot, OTA/FOTA updates) ✔ Firmware & Microcontroller Development - ESP32, STM32, Nordic (nRF), NXP, Microchip, SiLabs - Sensor interfacing, low-power, battery optimized firmware ✔ Cloud & Dashboards - AWS IoT, Azure IoT, Google IoT, MQTT - Grafana dashboards, Web + Mobile apps (Flutter / MERN) ✔ Full-stack delivery (Hardware → Firmware → Cloud → App) - PCB design + Prototyping - Secure Device-to-Cloud communication - REST APIs, integrations, data analytics ⭐ Some of our notable Projects in a nut shell 🔹 Life Smarter – Consumer Home Security Edge Gateway We developed a highly customized security solution for consumer home security, enabling real-time intrusion, fire, theft, and burglary detection with automated police dispatch. The system is built on the Dusun 210-F Edge Gateway with Rockchip RK3328, integrating LoRa, Zigbee, Z-Wave, BLE, WiFi, LTE, and Hardware Security Modules (HSM) for encrypted communications. The firmware supports Secure Boot, AVB, DM-V, Rootfs encryption, and A/B firmware updates via Mender to ensure a highly secure and reliable system. 🔹 Custody Protect – IoT Smart Handcuff We recently developed an IoT Smart Handcuff used for monitoring prisoners in custody in the USA. Custody Protect helps police and prison monitoring officers track each prisoner’s health status and detect violations of predefined conditions. Our team developed the entire end-to-end stack – backend, user apps, firmware, and PCB design. The ESP32 interfaces with multiple components like RFID, LoRaWAN, BLE, WiFi-BLE Mesh Network, and UWB to securely transmit data to the cloud. 🔹 Device Thread – OpenWRT & Intel NUC-Based Edge Server We built an Edge Gateway solution where OpenWRT powers a captive portal for user activity logging and intelligent bandwidth management, including IP-based controls. An Intel NUC running Ubuntu functions as a robust OTA server for seamless updates and hosts a local server for secure Smart TV management and Automated Device Binding (ADB) operations. This setup ensures efficient, secure, and scalable network management for enterprise deployments. 🛡 Why clients choose me ✅ Production-grade experience ✅ Secure OTA updates, hardware security modules (ATECC608) ✅ Guaranteed delivery — clear milestones, demo every sprint “We didn’t just get code. We got a complete product ready for deployment.” – Upwork Client 💬 Let’s discuss your project Send your requirement, even if it's just an idea — I can help shape the your product as your expectation.

I bridge the gap between complex corporate finance, structured education, and native multilingual communication. With an MBA in Finance, an 8-year advanced Shariah degree, a Master’s in Arabic, and an AAOIFI CSAA designation, I provide institution-grade consulting that is commercially viable, implementable and ethical. Over the past 15+ years, I have delivered ethical solutions to 200+ global clients—including banks, fintech startups, educational institutes, and nonprofits. To serve your project efficiently, my expertise is structured into three distinct professional pillars: Pillar 1: Islamic Finance, Shariah Advisory & Business Planning I help startups, SMEs, and financial institutions design robust financial models and strategic roadmaps that satisfy global venture capitalists while maintaining absolute Shariah compliance. • Shariah Compliance Auditing: Elimination of Riba, Gharar, and non-compliant revenue mechanics based strictly on AAOIFI standards. • Investor-Ready Funding Suites: Crafting 3-statement financial models (Excel), comprehensive feasibility studies, and highly polished market analysis reports. • Fintech & Emerging Markets: Advisory for Halal credit cards, automated equity screening platforms, Web3/crypto tokens, crowdfunding, and digital banking applications. • Asset Management: Structuring Halal real estate models, mutual funds, ETFs, and compliant corporate supply chain financing. Pillar 2: Islamic Curriculum & Educational Content Development I design structured, faith-based educational frameworks and digital content for online schools, academic publishers, and media platforms. • Curriculum Design: Developing comprehensive syllabi, lesson plans, educational slides, and assessment matrices (MCQs/quizzes). • High-Authority Authorship: Ghostwriting and technical reviewing of textbooks, manuscripts, and comprehensive educational eBooks. • Media & Scriptwriting: Writing engaging, well-paced, and authentically sourced scripts for educational YouTube channels, corporate training, and digital media platforms. Pillar 3: Premium Multilingual Technical Translation I provide authoritative translation services for high-stakes legal, financial, and theological documents where generalist translators fail. I ensure flawless terminology preservation across five primary languages: • Language Matrix: Native in Urdu and Pashto; near-native in Dari and Persian; completely fluent in Arabic and English. • Corporate & Legal Translation: Certified translation of regulatory documentation, corporate agreements, and dense AAOIFI standards. • InDesign Formatting: Delivering fully translated packages with complex corporate formatting perfectly intact using advanced Adobe InDesign workflows. Proven Track Record & Portfolio Highlights • Banking & Fintech: Developed a Shariah-compliant credit card framework for a US bank, engineered a Murabaha calculator for a fintech platform, and structured a customized Takaful model for a telecom company. • Content & Translation: Translated over 4 million words of complex corporate, legal, and Islamic texts, and authored more than 100 professional articles and 75 successful grant proposals/business plans. • Education: Compiled "Trade and Business in Islam" for an MBA curriculum and generated over 6,000 verified educational assessments. Core Collaboration Parameters • Ethical Alignment Only: I do not provide consulting, writing, or modeling for conventional interest-based structures or unethical business practices. • No Academic Work: I do not participate in student homework, university assignments, or academic cheating. If your venture requires corporate precision backed by verified scholarly authority, click "Invite to Job" to discuss your project requirements.

I am a passionate educator, instructional designer and curriculum leader who has crafted learning experiences across diverse educational landscapes, from remote Australian communities to international settings. With over 16 years of experience spanning Australian Curriculum, International Baccalaureate (IB), Direct Instruction (DI), explicit instruction methodologies and large-scale curriculum development projects, I bring a sophisticated understanding of learning design, instructional systems and educational leadership. For the past three years, I have worked remotely leading multidisciplinary curriculum development teams, designing high-quality educational programs and managing complex curriculum production processes. My work combines evidence-informed instructional design with practical classroom application, ensuring curriculum products are pedagogically robust, scalable and impactful for teachers and students alike.