Gabriel is available for hire
Hire GabrielGabriel Constantin Nimigeanu
Verified Expert in Engineering
Video Streaming Developer
Iași, Iași County, Romania
Toptal member since December 5, 2016
Bio
Gabriel is a media systems architect focused on streaming, real-time video, and scalable delivery infrastructure. He works with companies on latency, failover, transcoding economics, and platform migrations across stacks like Wowza, AWS Elemental, and WebRTC. Alongside consulting, he publishes practical streaming knowledge and deployable reference architectures for anyone building or learning to build video platforms.
Portfolio
Peer5
Amazon Web Services (AWS), WebRTC, P2P, Wowza, HTTP Live Streaming (HLS), NGINX...
nerd.com
Architecture, FFmpeg, Node.js, Linux, PHP, React, Redis, System Administration...
Next Level Security Systems INC
C, Video Streaming, Streaming, JSON REST APIs, REST APIs, REST, FFmpeg...
Experience
- Video Streaming - 15 years
- Video Encoding - 15 years
- Wowza - 13 years
- Scalability - 11 years
- Over-the-top Content (OTT) - 9 years
- IPTV - 8 years
- HTML5 Video - 7 years
- AWS Elemental - 3 years
Preferred Environment
AWS Elemental, Streaming, NGINX, Wowza, FFmpeg, WebRTC, SRT, LL-HLS
The most amazing...
...audience growth I've witnessed was zero to 300,000 in less than a minute.
Work Experience
Integration Engineer
2016 - PRESENT
Peer5
- Helped customers set up the P2P module on top of their streaming platform.
- Continuously supported atypical deployments and key client implements, proactively reviewing their quality of service.
- Guided potential clients into the product and reviewed and improved documentation.
- Mediated critical support and feature requests between clients and developers.
Technologies: Amazon Web Services (AWS), WebRTC, P2P, Wowza, HTTP Live Streaming (HLS), NGINX, FFmpeg, Architecture, Node.js, Linux, JavaScript, Streaming, Video Encoding, RTMP, IPTV, Video Streaming, Audio Streaming, Video Codecs, Real-time Streaming, Load Balancers, Content Delivery Networks (CDN), Scalability, H.264, Peer-to-peer Networking, HTML5 Video, MPEG-DASH, Autoscaling, Media Source Extensions, Low Latency, Nginx-rtmp, Real-time Messaging Protocol (RTMP), Video Players, Akamai, HTML5, JW Player, Videos, Back-end, Integration, Software Architecture, Web Development, Stripe, API Integration, User Experience (UX), User Interface (UI), API Design, Agentic AI, Software Engineering, Technical Leadership, DevOps, Distributed Systems, Third-party APIs, Full-stack, Docker, JSON, Security, Cloud Security, Next.js, APIs, Payment APIs, Payments, Shopify, Shopify API, Websites, Webex, Zoom, Identity & Access Management (IAM), Microservices, TypeScript, Cloud Architecture, Technical Documentation, CI/CD Pipelines, Cloud Infrastructure, Security Architecture, System Architecture, Data Migration, Legacy Software, Google Cloud Platform (GCP), Azure, Plugins, Visual Studio, Web Applications, AI Tools, Full-stack Development, Third-party Integration, CRM, Data Integration, Application Architecture, Debugging, B2B, SaaS, Solution Engineer, Team Leadership, Object-oriented Design (OOD), Business Intelligence (BI), Data Modeling, Dashboards, RAG Systems, Real-time Systems, AI Agents, Scalable Platforms, Automated Testing, Relational Databases, Authentication, Authorization, Chromium, Stripe API, Auditing
Live Streaming Expert
2021 - 2023
nerd.com
- Oversaw and improved the scalable live transcoding system.
- Architected and developed a new RTMP multistreaming engine.
- Planned and oversaw migration to new media server with zero downtime.
Technologies: Architecture, FFmpeg, Node.js, Linux, PHP, React, Redis, System Administration, LiveKit, GPU Computing, Real-time Audio Processing, Video & Audio Processing, Back-end, Software Architecture, Stripe, API Integration, User Experience (UX), Kubernetes, Software Engineering, Distributed Systems, Third-party APIs, Full-stack, Docker, JSON, Security, Cloud Security, APIs, Websites, SDKs, Back-end Development, Identity & Access Management (IAM), Microservices, Cloud Architecture, Technical Documentation, CI/CD Pipelines, Cloud Infrastructure, Solution Architecture, Security Architecture, System Architecture, Data Migration, NVIDIA CUDA, Full-stack Development, Third-party Integration, Application Architecture, Debugging, Solution Engineer, Dashboards, Scalable Platforms
Senior Software Engineer
2021 - 2021
Next Level Security Systems INC
- Architected, documented, and helped deploy a feature expansion (migrated from Flash to WebRTC) while keeping the platform active.
- Provided exhaustive documentation of solution, complete with architecture diagrams.
- Met with the team to discuss implementation challenges.
Technologies: C, Video Streaming, Streaming, JSON REST APIs, REST APIs, REST, FFmpeg, HTTP Live Streaming (HLS), RTSP, RTMP, Video Processing, PHP, Java, C++, MySQL, JavaScript, Amazon S3 (AWS S3), Amazon CloudFront CDN, WebRTC, Amazon Web Services (AWS), Video Encoding, IPTV, Audio Streaming, Video Codecs, Real-time Streaming, Load Balancers, Scalability, H.264, Peer-to-peer Networking, HTML5 Video, Low Latency, Real-time Messaging Protocol (RTMP), Video Players, HTML5, Audio, Videos, Video & Audio Processing, Back-end, Software Architecture, Web Development, Stripe, API Integration, User Experience (UX), User Interface (UI), API Design, Software Engineering, Technical Leadership, DevOps, Distributed Systems, Third-party APIs, Full-stack, JSON, Security, Back-end Development, Technical Documentation, Security Architecture, Data Migration, Legacy Software, Application Architecture, Debugging, B2B, Solution Engineer, Team Leadership, Real-time Systems
Wowza Video Streaming Developer
2020 - 2020
Snooozy Inc.
- Built a headless browser renderer with streaming capabilities (prototype).
- Provided exhaustive documentation on functionality and integration.
- Communicated with the client on outcomes and challenges.
Technologies: Java, C++, Wowza, Video Streaming, Amazon S3 (AWS S3), Amazon CloudFront CDN, REST APIs, Streaming, Video Encoding, RTMP, HTTP Live Streaming (HLS), IPTV, Audio Streaming, Video Codecs, Real-time Streaming, Load Balancers, H.264, Autoscaling, Media Source Extensions, Video Players, Encryption, Audio, Videos, Video & Audio Processing, Back-end, Software Architecture, API Integration, Software Engineering, Back-end Development, Technical Documentation, Third-party Integration, Debugging, Chromium
Node.js Developer
2019 - 2019
Spot AI, Inc
- Worked with the permanent team to optimize the streaming and IoT setup.
- Documented findings and defined short and medium-term goals.
- Reviewed the implementation and suggested improvements.
Technologies: JavaScript, Node.js, Redux, Streaming, AWS IoT, Google Cloud IoT Core, REST APIs, Video.js, Video Encoding, RTMP, Video Streaming, Audio Streaming, Video Codecs, Real-time Streaming, Scalability, H.264, HTML5 Video, Autoscaling, Media Source Extensions, Low Latency, HLS.js, Video Players, Back-end, Software Architecture, Web Development, API Integration, Software Engineering, Third-party APIs, Back-end Development, Technical Documentation, AI Tools, Debugging, Real-time Systems
Developer | WebRTC and Wowza
2019 - 2019
FriendFinder Networks
- Audited live streaming platforms for reliability, scalability, and cost-effectiveness.
- Discussed operation and deployment challenges with the team.
- Provided exhaustive documentation on envisioned success path and ways to improve.
Technologies: WebRTC, Wowza, JavaScript, Amazon CloudFront CDN, Java, REST APIs, Streaming, Video Encoding, RTMP, HTTP Live Streaming (HLS), Video Streaming, Audio Streaming, Video Codecs, Real-time Streaming, Load Balancers, Scalability, H.264, HTML5 Video, Low Latency, Video Players, Audio, Videos, Video & Audio Processing, Back-end, Software Architecture, Web Development, API Integration, User Experience (UX), User Interface (UI), Software Engineering, Websites, Back-end Development, Technical Documentation, Debugging, Auditing
Streaming Network Developer
2019 - 2019
Mobeezio, Inc.
- Revived and improved an antiquated streaming platform.
- Migrated to newer technologies while keeping the platform running.
- Worked out tech and methodology to easily 'clone' and adapt streaming platforms to various purposes.
- Provided tips and support long after project delivery.
Technologies: Wowza, Streaming, Video Streaming, Amazon EC2, PHP, Terraform, Content Delivery Networks (CDN), JavaScript, Amazon S3 (AWS S3), Amazon CloudFront CDN, Java, REST APIs, WebRTC, Socket.IO, Node.js, Amazon Elastic Transcoder, Amazon Web Services (AWS), Video Encoding, RTMP, HTTP Live Streaming (HLS), IPTV, Audio Streaming, AWS Elemental, Video Codecs, Real-time Streaming, Load Balancers, Scalability, H.264, HTML5 Video, MPEG-DASH, Autoscaling, Low Latency, HLS.js, REST, Video Processing, Architecture, Real-time Messaging Protocol (RTMP), Video Players, Audio, Videos, Video & Audio Processing, Back-end, PostgreSQL, Software Architecture, Web Development, API Integration, User Experience (UX), User Interface (UI), Software Engineering, Distributed Systems, Third-party APIs, JSON, Security, Back-end Development, Cloud Architecture, Technical Documentation, Data Migration, Debugging
Wowza Expert
2017 - 2018
Fan Hero
- Rebuilt streaming platform for scalability and failover.
- Migrated to a new streaming platform with zero downtime.
- Trained the team to operate the new streaming platform.
- Set up tests to simulate realistic loads on the streaming system.
- Offered assistance long after project completion.
Technologies: Wowza, NGINX, Video Encoding, Video Streaming, Scalability, Over-the-top Content (OTT), HTML5 Video, IPTV, RTMP, JavaScript, Amazon ElastiCache, Apache JMeter, HTTP Live Streaming (HLS), MPEG-DASH, Content Delivery Networks (CDN), Amazon S3 (AWS S3), Amazon CloudFront CDN, Java, REST APIs, WebRTC, Node.js, Video.js, AWS Lambda, Amazon Web Services (AWS), Streaming, Audio Streaming, Video Codecs, Real-time Streaming, Load Balancers, H.264, Autoscaling, Low Latency, HLS.js, NFS, REST, Video Processing, Architecture, Real-time Messaging Protocol (RTMP), Video Players, HTML5, Audio, Videos, Video & Audio Processing, Back-end, Software Architecture, User Experience (UX), User Interface (UI), API Design, Software Engineering, Technical Leadership, DevOps, Distributed Systems, Third-party APIs, Full-stack, JSON, Security, Cloud Security, APIs, Websites, Back-end Development, Microservices, TypeScript, Cloud Architecture, Cloud Infrastructure, Solution Architecture, Security Architecture, System Architecture, Google Cloud Platform (GCP), Full-stack Development, Debugging, Solution Engineer, Auditing
Scalability Engineer
2017 - 2017
clipo
- Deployed and maintained the back-end infrastructure for a mobile app.
- Advised on and implemented scalability automation and alerts.
- Actively involved in product development and decision-making.
Technologies: Amazon EC2, Scalability, Amazon Web Services (AWS), MongoDB, Amazon S3 (AWS S3), SQL, C#, .NET, IIS, Amazon ElastiCache, Elasticsearch, Windows Server, Amazon DynamoDB, Grafana, Autoscaling, Back-end, Software Architecture, Web Development, API Integration, User Experience (UX), User Interface (UI), API Design, Software Engineering, Technical Leadership, DevOps, Distributed Systems, Third-party APIs, Full-stack, Security, Identity & Access Management (IAM), Microservices, Cloud Architecture, CI/CD Pipelines, Cloud Infrastructure, Solution Architecture, Security Architecture, System Architecture, Azure, Third-party Integration, CRM, Data Integration, Application Architecture, Debugging, Solution Engineer, Data Modeling, Scalable Platforms, Automated Testing, Relational Databases, Authentication, Authorization, Auditing
Wowza and Streaming Consultant
2017 - 2017
Collide.com, LLC
- Scaled and overall improved the live streaming platform.
- Added failover capabilities and set up downtime alerts.
- Trained personnel to operate the platform and adapt to unexpected circumstances.
Technologies: Wowza, Streaming, Video Streaming, JavaScript, Amazon CloudFront CDN, Java, REST APIs, Node.js, Video.js, Amazon Web Services (AWS), Video Encoding, RTMP, HTTP Live Streaming (HLS), IPTV, Audio Streaming, Video Codecs, Real-time Streaming, Load Balancers, Content Delivery Networks (CDN), Scalability, H.264, HTML5 Video, MPEG-DASH, Autoscaling, REST, Real-time Messaging Protocol (RTMP), Video Players, Audio, Videos, Video & Audio Processing, Back-end, Software Architecture, API Integration, Software Engineering, Third-party APIs, Back-end Development, Debugging
Streaming Consultant
2014 - 2017
LagerSoft
- Architected, built, and maintained a live-streaming platform.
- Collaborated with the development team on performance improvement and cost optimization.
- Oversaw operations and advised on workflow efficiency.
- Took part in board meetings and decision-making.
- Hosted training sessions, lectures, and workshops related to streaming media.
Technologies: WebRTC, Node.js, JavaScript, Java, Linux, FFmpeg, Architecture, Redis, System Administration, Amazon EC2, REST APIs, Socket.IO, Video.js, Amazon Web Services (AWS), Streaming, Video Encoding, RTMP, HTTP Live Streaming (HLS), IPTV, Video Streaming, Audio Streaming, Video Codecs, Real-time Streaming, Load Balancers, Content Delivery Networks (CDN), Scalability, H.264, HTML5 Video, MPEG-DASH, Autoscaling, Media Source Extensions, Low Latency, JW Player, JWPlayer, NGINX, Video Processing, Real-time Messaging Protocol (RTMP), WebSockets, Video Players, Audio, Videos, Video & Audio Processing, Back-end, Software Architecture, API Integration, User Experience (UX), Software Engineering, Technical Leadership, DevOps, Distributed Systems, Third-party APIs, Security, Cloud Security, APIs, Payment APIs, Payments, Websites, Back-end Development, Identity & Access Management (IAM), Cloud Architecture, Solution Architecture, System Architecture, Legacy Software, Web Applications, Full-stack Development, Third-party Integration, Data Integration, Application Architecture, Debugging, Solution Engineer, Object-oriented Design (OOD), Real-time Systems
Lead Developer
2006 - 2014
TikiLive
- Developed and maintained media server applications, modules, and plugins.
- Oversaw media acquisition, encoding, storage, and delivery.
- Developed key front-end components and created a quick demo and proof-of-concept applications.
- Worked with QAs to isolate, replicate, and troubleshoot unusual issues.
- Evaluated and refined systems' quality of service continuously.
- Helped architect new products and advised on infrastructure scalability and cost-effectiveness.
- Stayed current with technology, evaluated new software and hardware, and suggested upgrades.
- Answered queries that required global platform vision from customers, sales, and support.
- Provided off-hours support for emergencies out of sysadmins' reach or understanding.
Technologies: Flash ActionScript, .NET, JavaScript, Java, FFmpeg, Architecture, PHP, Node.js, Linux, Amazon CloudFront CDN, REST APIs, WebRTC, Video.js, Amazon Web Services (AWS), MySQL, Streaming, Video Encoding, RTMP, HTTP Live Streaming (HLS), IPTV, Video Streaming, Audio Streaming, Video Codecs, Real-time Streaming, Load Balancers, Content Delivery Networks (CDN), Scalability, H.264, Peer-to-peer Networking, HTML5 Video, Autoscaling, Media Source Extensions, Low Latency, JW Player, JWPlayer, SHOUTcast, GStreamer, Kurento Media Server, NFS, Roku, Xuggler, DirectShow, Android TV, P2P, REST, Video Processing, Real-time Messaging Protocol (RTMP), WebSockets, C, Video Players, Akamai, HTML5, Videos, Video & Audio Processing, Software Architecture, Web Development, User Experience (UX), Technical Leadership, DevOps, Distributed Systems, Full-stack, Cloud Security, Payment APIs, Payments, Websites, SDKs, Front-end Development, Back-end Development, System Architecture, Legacy Software, DLL, Visual Studio, Web Applications, NVIDIA CUDA, Full-stack Development, Third-party Integration, CRM, Data Integration, Debugging, B2B, SaaS, Solution Engineer, Team Leadership, Object-oriented Design (OOD), Data Modeling, HTTP, Real-time Systems, Automated Testing, Relational Databases
Developer
2004 - 2006
Freelance
- Developed front-end applications on Adobe's Flash platform.
- Developed full-stack streaming and real-time applications on Adobe's Flash Media Server platforms.
- Conducted product testing, deployment, and maintenance.
Technologies: MySQL, PHP, Flash, FFmpeg, Linux, Architecture, System Administration, JavaScript, Streaming, Video Encoding, RTMP, Video Streaming, Audio Streaming, Video Codecs, Real-time Streaming, JW Player, JWPlayer, Red5 Media Server, GStreamer, NFS, REST, Video Processing, Real-time Messaging Protocol (RTMP), Video Players, HTML, Videos, Web Development, User Experience (UX), Full-stack, Websites, Game Development, Lua, Front-end Development, Web Applications, Debugging, Object-oriented Design (OOD), HTTP, Real-time Systems
Flash Developer
2003 - 2004
GalaxyMediaGroup
- Developed web and desktop applications on top of Adobe's Flash platform.
- Tested and deployed front-end software into production.
- Interacted with customers for feedback on product look and feel.
Technologies: Flash, MySQL, PHP, Video Encoding, Video Codecs, Real-time Streaming, Video Players, HTML, Web Development, Websites, Front-end Development, Web Applications, Debugging, Object-oriented Design (OOD), HTTP
Experience
Live Streaming Platform with Copy Protection
https://github.com/nimigeanu/encrypted-hls-live-streaming• Fully functional proof-of-concept, including a player webpage.
• HLS streaming with AES encryption and key rotation.
• Configurable for HTTP or HTTPS setups.
• Easily customizable to integrate with any CMS.
• Deploys instantly in AWS.
• HLS streaming with AES encryption and key rotation.
• Configurable for HTTP or HTTPS setups.
• Easily customizable to integrate with any CMS.
• Deploys instantly in AWS.
Autoscaling Low-latency Streaming Architecture
https://github.com/nimigeanu/low-latency-streaming-architecture• 2.5 seconds average end-to-end worldwide latency.
• Royalty-free solution based on freeware Nimble Streamer.
• RTMP ingest broadcast with any capable software (i.e., OBS) or hardware (i.e., LiveU).
• All-AWS setup.
• Auto scales to accommodate any audience; tested against hundreds of thousands.
• WebSocket egress; secure WebSockets supported.
• Royalty-free solution based on freeware Nimble Streamer.
• RTMP ingest broadcast with any capable software (i.e., OBS) or hardware (i.e., LiveU).
• All-AWS setup.
• Auto scales to accommodate any audience; tested against hundreds of thousands.
• WebSocket egress; secure WebSockets supported.
Peer-to-peer Assisted Live Streaming Platform
https://github.com/nimigeanu/p2p-live-streaming-platformConnects video players to a peer-to-peer network whenever possible and downloads video content from peers rather than a CDN. Reduces CDN traffic consumption, improves overall video start time and quality, reduces buffering runs in AWS, and deploys in minutes.
Turnkey Live Streaming Platform with Recording and VOD
https://github.com/nimigeanu/turnkey-streaming-platformOne-to-many live streaming VOD streaming of previously recorded live events. Built entirely on top of the AWS platform, streaming powered by AWS Elemental. RTMP broadcast and HLS playback with adaptive bitrate, API is driven for live and VOD CDN delivery and can be integrated into any CMS.
Open-source Self-contained AI Voice Assistant
https://github.com/nimigeanu/self-contained-ai-voice-assistantThis is derived from KITT, but unlike KITT, this does not rely on external services (i.e., it is self-contained) and only uses open-source components.
It utilizes 7B Hermes for text generation (i.e., instead of the commercial OpenAI), Piper for text-to-speech (i.e., instead of the commercial ElevenLabs), and Whisper for speech-to-text (i.e., instead of the commercial Deepgram). It runs in the cloud, is GPU-accelerated (NVIDIA), and sets itself up with all the required components.
It utilizes 7B Hermes for text generation (i.e., instead of the commercial OpenAI), Piper for text-to-speech (i.e., instead of the commercial ElevenLabs), and Whisper for speech-to-text (i.e., instead of the commercial Deepgram). It runs in the cloud, is GPU-accelerated (NVIDIA), and sets itself up with all the required components.
Education
2002 - 2003
NCO in Radiolocation
Military School of Applied Radiolocation - Ploiesti, Romania
1997 - 2002
Diploma of Engineering Degree in Computer Engineering
Technical University Gheorghe Asachi Iasi - Iasi, Romania
Skills
Libraries/APIs
FFmpeg, REST APIs, Socket.IO, Node.js, WebRTC, HLS.js, Stripe, DirectShow, Zencoder, Nginx-rtmp, React, Shopify API, Stripe API
Tools
Amazon CloudFront CDN, Wowza, JW Player, JWPlayer, SHOUTcast, AWS CloudFormation, AWS IAM, Amazon Virtual Private Cloud (VPC), Visual Studio, Flash, Git, NGINX, Amazon ElastiCache, Apache JMeter, Radar, Terraform, Grafana, Whisper, Zoom
Languages
JavaScript, Java, HTML5, PHP, Flash ActionScript, C++, Visual FoxPro, C, SQL, C#, HTML, Python, Lua, TypeScript
Paradigms
Real-time Messaging Protocol (RTMP), REST, DevOps, Microservices, Application Architecture, B2B, Object-oriented Design (OOD), Real-time Systems, Automation, Business Intelligence (BI), Automated Testing
Platforms
Amazon EC2, Amazon Web Services (AWS), AWS Lambda, LiveKit, Google Cloud Platform (GCP), Linux, MacOS, Windows, Heroku, Android TV, iOS, Android, AWS IoT, Google Cloud IoT Core, Windows Server, Kubernetes, Docker, Shopify, Azure, NVIDIA CUDA
Storage
AWS Elemental, Amazon S3 (AWS S3), Redis, Kurento Media Server, JSON, Data Integration, Relational Databases, MySQL, Elasticsearch, AWS Elastic File System, MongoDB, Databases, Amazon DynamoDB, PostgreSQL
Frameworks
Video.js, Red5 Media Server, GStreamer, .NET, AngularJS, Redux, Next.js
Industry Expertise
Marketing
Other
Streaming, WebSockets, IPTV, HTTP Live Streaming (HLS), Video Encoding, Audio Streaming, Video Streaming, RTMP, Audio, Videos, Video & Audio Processing, Back-end, Debugging, Solution Engineer, JSON REST APIs, Video Processing, Autoscaling, Load Balancers, Over-the-top Content (OTT), Real-time Streaming, Media Source Extensions, Red5, HTML5 Video, Peer-to-peer Networking, Video Codecs, MPEG-DASH, RTSP, Content Delivery Networks (CDN), H.264, Scalability, Amazon Elastic Transcoder, LHLS, Low Latency, Architecture, Digital Rights Management (DRM), SSL, Video Players, Encryption, Audio Processing, Real-time Audio Processing, Algorithms, Integration, Software Architecture, Web Development, API Integration, User Experience (UX), API Design, Software Engineering, Technical Leadership, Distributed Systems, Third-party APIs, Full-stack, Security, Cloud Security, APIs, Payment APIs, Payments, Websites, SDKs, Front-end Development, Back-end Development, Identity & Access Management (IAM), Cloud Architecture, Technical Documentation, Cloud Infrastructure, Solution Architecture, System Architecture, Web Applications, AI Tools, Full-stack Development, Third-party Integration, SaaS, Team Leadership, Data Modeling, Dashboards, HTTP, Scalable Platforms, Authentication, Authorization, Chromium, Auditing, P2P, NFS, iOS Video, Roku, Xuggler, System Administration, Software, Hardware, Coding, Electronics, Economics, Robotics, Computer Science, Networking, Artificial Intelligence (AI), Neural Networks, Military Operations, Nimble, SRT, SLDP, Origin Edge, API Gateways, IIS, Akamai, AI Voice Agents, Deepgram, OpenAI, ElevenLabs Solutions, GPU Computing, Generative Artificial Intelligence (GenAI), Large Language Models (LLMs), Speech-to-Text (STT), Text-to-Speech (TTS), Speech Recognition, LL-HLS, User Interface (UI), Agentic AI, Embedded Development, Game Development, Webex, CI/CD Pipelines, Security Architecture, Data Migration, Legacy Software, DLL, Plugins, CRM, RAG Systems, AI Agents
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