You will get Expert AI Development Consultation: Features, Time Estimate & Tech Stack
Top Rated
Project details
Need clarity on building your AI-powered product? We offer expert AI software development consultations to help you map out features, select the right AI frameworks, and estimate delivery timelines. Whether it’s an AI SaaS app, recommendation engine, chatbot, or analytics platform, we’ll help you avoid common pitfalls and set a solid foundation for your project.
What you’ll get:
✅ Live consultation (30 min, 1 hr, or full system audit)
✅ Review of your AI project idea, use cases, and target market
✅ Expert recommendations on AI tools, APIs, and frameworks
✅ Development time and infrastructure estimates + list of features
Let’s plan a smarter, scalable AI product together.
What you’ll get:
✅ Live consultation (30 min, 1 hr, or full system audit)
✅ Review of your AI project idea, use cases, and target market
✅ Expert recommendations on AI tools, APIs, and frameworks
✅ Development time and infrastructure estimates + list of features
Let’s plan a smarter, scalable AI product together.
AI Development Type
Deep Learning, Model Tuning, Recommendation SystemAI Tools
Azure Machine Learning, Google AutoML, Keras, OpenCV, PyTorch, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$70
|
Standard
$140
|
Advanced
$550
|
|---|---|---|---|
| Delivery Time | 2 days | 5 days | 10 days |
AI Model Integration | - | - | - |
Detailed Code Comments | - | - | - |
Knowledge Graph | - | - | - |
Model Documentation | - | - | - |
Ontology | - | - | - |
Source Code | - | - | - |
Taxonomy | - | - | - |
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VC
Vincent C.
Jan 29, 2026
Tennis Analytics and Planning Specialist Needed
Very easy and collaborative to work with. I really appreciated their thoughtful ideas and proactive approach to making the product better with a strong planning process.
LB
Lukian B.
Aug 13, 2025
Background blur camera video streaming solution
MF
Michael F.
Apr 21, 2025
LLM and AI enabled conversational education app
Excellent team. They were both responsive and imaginative. I would hire them in a heartbeat.
SA
Sultan A.
Nov 8, 2024
Agora Virtual Classroom
They truly impressed us with their ability to deliver high-quality work quickly. Their expertise with Agora’s virtual classroom allowed them to handle tasks efficiently without compromising on the quality of the final product. They demonstrated exceptional attention to detail and professionalism, ensuring that our virtual classroom was up and running smoothly in no time. A highly skilled professional who achieves results fast—we’re thrilled with their contribution!
JM
Joseph M.
Oct 8, 2019
Klicxz VOD Web system development
Fora Soft is a great dev team for getting that initial idea out of your head and into a functioning product that people can use. They do a great job of communicating with us throughout the development team which is very important as we are a first-time startup partnership. I like their structure - developer, designer, project manager, and a higher level manager that is accessible as well. This helps resolve issues quickly so that everyone can focus on what matters - building a great product.
About Denis
Video Surveillance CCTV Computer Vision OpenCV EdTech | Detection Dev
100%
Job Success
Mexico City, Mexico - 9:59 am local time
⚠️ Press the Invite button on my page and let's talk about your project.
𝗦𝗲𝗹𝗲𝗰𝘁𝗲𝗱 𝗢𝘂𝘁𝗰𝗼𝗺𝗲𝘀
→ VALT - enterprise CCTV and video surveillance SaaS. 770 organizations, 50K+ users, 2,500 IP cameras. Grew from a $1M launch year to $9M ARR. Motion detection, HIPAA/GDPR storage, 12-year partnership.
→ MindBox - smart video surveillance with AI analytics. Anomaly detection, facial recognition, and forensic search across 50+ deployments with live camera-map feeds.
→ Tennis analytics - a computer-vision pipeline that tracks players and the ball from match video for automated stats.
→ ALDA - generative AI course builder. Co-designed with 70+ U.S. educators; partner schools serve 500,000+ students. +20% educator efficiency.
→ BrainCert - world's first WebRTC + HTML5 LMS. $3M revenue, 100K+ customers, 500M+ classroom minutes.
𝗜 𝗔𝗺 𝗠𝗼𝘀𝘁 𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲𝗱 𝗜𝗻
→ Video Surveillance and CCTV - custom CCTV SaaS with secure storage, IP-camera ingestion, motion detection, and forensic search
→ Computer Vision and Object Detection - OpenCV, YOLO, TensorFlow, PyTorch for anomaly detection, face recognition, background blur, and incident alerts
→ AI Full-Stack Apps - OCR, real-time translation, autonomous agents, and object recognition on top of video
→ Video Streaming and Players - RTMP, HLS, WebRTC, sub-second latency, custom players on AWS
→ E-Learning, EdTech, and Virtual Classrooms - LMS and course authoring, curriculum and instructional design, live WebRTC and Agora classrooms, interactive whiteboards, AI grading and assessments, generative-AI courses, SCORM/LMS integrations
𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 & 𝗦𝗽𝗲𝗰-𝗙𝗶𝗿𝘀𝘁 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁
I work spec-first, not vibe-first. I write the technical spec and architecture before any code is generated. Then I drive AI agents (developer, tester, analyst) against strict guardrails to produce production-grade code. The hard parts I handle or verify myself: real-time computer vision, OpenCV detection pipelines, and high-load video backends. You get the speed of AI with the stability of a senior engineer.
𝗛𝗼𝘄 𝗪𝗲 𝗦𝘁𝗮𝗿𝘁
30-min discovery → spec-first plan with architecture and a ±10% estimate → AI dev environment with guardrails → MVP with CI/CD and a 2-week demo cadence.
𝗛𝗼𝘄 𝗬𝗼𝘂 𝗖𝗮𝗻 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 𝗠𝗲
→ MVP from scratch - the fastest safe path to production with Spec-First Agentic Engineering
→ Team extension - I join as the lead on hard modules: computer vision, AI, video surveillance, WebRTC
→ Rescue mission - I fix, modernize, and stabilize existing codebases, including vibe-code cleanup
𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 𝗜 𝗨𝘀𝗲 𝗗𝗮𝗶𝗹𝘆
→ Computer Vision and AI: OpenCV, YOLOv8, TensorFlow, PyTorch, Keras, Image Recognition, OpenAI API, Whisper, Deepgram, NLP
→ Video: WebRTC, Agora, FFmpeg, Wowza, Kurento, HLS/DASH, RTMP/RTSP
→ Backend: Node.js, NestJS, Express, Python (FastAPI), PHP/Laravel, C++
→ Frontend: React, Vue, Angular, TypeScript
→ Infra: AWS, GCP, Docker, Kubernetes, PostgreSQL, MongoDB, Redis
→ Security: AES-256, HIPAA, GDPR, SOC II
→ EdTech: LMS/SCORM, virtual classrooms, interactive whiteboards, course authoring, quizzes and assessments, AI grading
𝗪𝗵𝘆 𝗙𝗼𝗿𝗮 𝗦𝗼𝗳𝘁
100% Upwork JSS · 914 jobs · $10M+ earned · 401K+ hours · 625+ projects since 2005 · 400+ clients across 17+ countries · Top WebRTC Developer 2022 and Top Telecom Developer 2024 · 1 of 400 devs passes our internal selection · estimates within ±10% of actuals.
𝗖𝗹𝗶𝗲𝗻𝘁 𝗙𝗲𝗲𝗱𝗯𝗮𝗰𝗸
"We've been working together for 10 years and continue. Fora Soft planned and built our entire Wowza-based video surveillance SaaS from scratch across web, iOS and Android." - Dustin, CTO @ VALT (50,000 users, 770 orgs, 2,500 IP cameras)
⚠️ Press the Invite button or message me – I'll send back an SRS, an estimate, and the fastest safe path to production.
Steps for completing your project
After purchasing the project, send requirements so Denis can start the project.
Delivery time starts when Denis receives requirements from you.
Denis works on your project following the steps below.
Revisions may occur after the delivery date.
Review Project Details + Schedule Consultation Call
We’ll assess your AI idea, use cases, target market, and feature priorities. Then, we’ll discuss your product goals, features, tech stack, and delivery timing.