You will get Computer Vision App developed using Deep Learning and Machine Learning
Top Rated
Top Rated
Project details
Tired of manual image analysis and fragile vision pipelines? We build production-ready computer vision models so you can focus on insights, not infrastructure. From real-time object detection to pixel-accurate image segmentation, we deliver results that work where it matters.
What We Offer:
• Object Detection & Recognition
• Image & Video Processing (Feature extraction, segmentation, enhancement)
• Image Segmentation & Classification: finetuned CNNs, ViT models, pixel-level analysis for medical scans, manufacturing QA
• Face & Feature Recognition
• Pose Estimation & Gesture Recognition
• AI-Powered Image Generation & Enhancement
• Handwriting Segmentation
• Data Prep & Model Selection: dataset curation from Kaggle/Open repositories, RAGdriven model retrieval from HuggingFace
• Hardware & Deployment Optimization: CUDA-accelerated training, edge device tuning, cloud inference pipelines
Technologies We Use:
Python, C/C++ (Jupyter Notebook), Rust, PyTorch, TensorFlow, Keras, OpenCV, OCR, CUDA, CNN, YOLO, SSD, LVM & multimodal networks, Mediapipe Holistic, LLM
Ready for reliable, scalable Computer Vision? Book a free call!
PLEASE CONTACT ME BEFORE PLACING AN ORDER!
What We Offer:
• Object Detection & Recognition
• Image & Video Processing (Feature extraction, segmentation, enhancement)
• Image Segmentation & Classification: finetuned CNNs, ViT models, pixel-level analysis for medical scans, manufacturing QA
• Face & Feature Recognition
• Pose Estimation & Gesture Recognition
• AI-Powered Image Generation & Enhancement
• Handwriting Segmentation
• Data Prep & Model Selection: dataset curation from Kaggle/Open repositories, RAGdriven model retrieval from HuggingFace
• Hardware & Deployment Optimization: CUDA-accelerated training, edge device tuning, cloud inference pipelines
Technologies We Use:
Python, C/C++ (Jupyter Notebook), Rust, PyTorch, TensorFlow, Keras, OpenCV, OCR, CUDA, CNN, YOLO, SSD, LVM & multimodal networks, Mediapipe Holistic, LLM
Ready for reliable, scalable Computer Vision? Book a free call!
PLEASE CONTACT ME BEFORE PLACING AN ORDER!
Machine Learning Tools
Azure Machine Learning, ChatGPT, Keras, OpenCV, pandas, PyTorch, scikit-learn, SQL, TensorFlow, Vertex AIWhat's included
| Service Tiers |
Starter
$450
|
Standard
$950
|
Advanced
$9,500
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 60 days |
Number of Revisions | 0 | Unlimited | Unlimited |
Model Validation/Testing | - | - | - |
Model Documentation | - | - | - |
Data Source Connectivity | - | - | - |
Source Code | - | - | - |
Frequently asked questions
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KK
Ken K.
Jun 2, 2026
Next Phase Back End Engineer for Tofu
We had an excellent experience working with Kos and his team at Out of the Box Systems.
Over the course of our partnership, they became an important part of our backend engineering efforts and contributed significantly to several critical areas of our product. Their work included stabilizing integrations with external services such as QBO and Xero, improving the reliability of our backend systems, optimizing complex database queries, and helping move key engineering projects forward with a high level of autonomy.
The quality of their work, communication, and ownership were consistently strong. They were able to take on complex technical challenges independently, deliver meaningful improvements, and operate very much like embedded members of our internal engineering team.
We truly appreciate the work Kos and his team contributed to our company, and we would be happy to recommend them to anyone looking for strong backend engineering support.
Over the course of our partnership, they became an important part of our backend engineering efforts and contributed significantly to several critical areas of our product. Their work included stabilizing integrations with external services such as QBO and Xero, improving the reliability of our backend systems, optimizing complex database queries, and helping move key engineering projects forward with a high level of autonomy.
The quality of their work, communication, and ownership were consistently strong. They were able to take on complex technical challenges independently, deliver meaningful improvements, and operate very much like embedded members of our internal engineering team.
We truly appreciate the work Kos and his team contributed to our company, and we would be happy to recommend them to anyone looking for strong backend engineering support.
KK
Ken K.
Apr 28, 2026
Backup Back End Engineer for Tofu
We've been working with Kos and his team for about six months now, and they have become one of the main engineers on our backend team. What started as a contractor role has turned into something much more — we treat them as a full-time members of our engineering team.
Kos and his team delivered our Version 1 integration project ahead of schedule, handling QBO and Xero integrations, complex database optimizations, and API extraction logic almost entirely independently. They work very autonomously, have started leading projects, and are showing real leadership on our team, which has been great. We are looking forward to continuing this partnership long-term.
Kos and his team delivered our Version 1 integration project ahead of schedule, handling QBO and Xero integrations, complex database optimizations, and API extraction logic almost entirely independently. They work very autonomously, have started leading projects, and are showing real leadership on our team, which has been great. We are looking forward to continuing this partnership long-term.
GG
Gary G.
Feb 20, 2026
Back-end Development - Graphical Specialist
Out of the Box Systems matched me with an exceptional graphics developer, Yevhenii Avramenko, who demonstrated outstanding professionalism and deep conceptual mastery throughout the project. His contributions were critical to the project’s success.
GG
Gary G.
Feb 4, 2026
Rust/Python Implementation
RK
Roman K.
Jan 7, 2026
Times software
About Kostiantyn
Platform Engineer, AI, Secure Systems, Rust, C++ + 5 more languages
100%
Job Success
Batumi, Georgia - 6:57 pm local time
100,000+ concurrent WebSocket connections -- in production. A 12-week roadmap shipped in 4.
30 senior engineers. Dedicated project teams, not rotating freelancers. Every engagement starts with a paid Discovery phase -- we scope the architecture before we write a line of code.
Not a fit: no-code workflows, or projects solvable with Zapier.
WHAT I BUILD
- High-Performance Backends: Production backends with actix-web, axum, and Tokio -- millions of requests/day, zero GC pauses. REST, GraphQL, WebSocket, and gRPC services for throughput and latency-sensitive workloads.
- Full-Stack Platforms: React, Next.js, TypeScript frontends with production backends -- SaaS, MVPs, and custom web applications from architecture to deployment. Designed for 1K to 100K concurrent users without a rewrite.
- Autonomous AI Agents: Agentic pipelines with OpenAI and Anthropic Claude -- lead qualification, data analysis, customer support running 24/7. Multi-step reasoning, error recovery, state persistence. 11+ projects for one client.
- Computer Vision: Object detection, tracking, real-time inference, OCR, document processing -- CUDA-optimized, deployed as production APIs or edge devices. Not Jupyter notebooks.
- Real-Time 3D & Visualization: WebGL and WebGPU rendering -- product configurators, data dashboards, architectural viewers at 60fps in-browser on mid-range hardware.
- Data Pipelines: Rust-native processing with Polars and DataFusion -- replacing Python/JavaScript bottlenecks. Kafka streaming, PostgreSQL persistence.
- Cloud & Infrastructure: AWS, GCP, Azure with Terraform and Kubernetes -- auto-scaling, zero-downtime deployments, infrastructure-as-code.
RECENT OUTCOMES
- Crypto trading platform dropping connections above 8,000 users. Rebuilt proxy in Rust, Tokio, Kubernetes -- 100,000 connections at under 10ms, zero crashes.
- GovTech blockchain payment router on Go. Rebuilt IAVL Tree in Rust -- 20–30% faster, Clutch-reviewed (Alex Kampa, AZKR Research).
- Recruitment team spending 4 hours daily on manual data entry. Built automated extraction and processing pipeline -- 95% reduction.
- Data analytics platform hitting memory limits in JavaScript. Replaced core with Rust and Polars -- 5x faster processing, 70% lower memory.
- Blockchain gaming 3D pipeline loading in 8+ seconds. Rebuilt within 4GB RAM budget -- 45% faster, Clutch-reviewed (Ruslan Varets).
TECHNOLOGIES
- Systems & Backend: Rust, C++, Python, TypeScript, actix-web, axum, Tokio, Node.js, WebAssembly
- Frontend: React, Next.js, TypeScript, Tauri, Dioxus
- AI & Agents: OpenAI, Anthropic Claude, Hugging Face, LangChain, RelevanceAI
- Graphics: WebGL, WebGPU, OpenGL, Vulkan, three.js, GLSL/WGSL shaders, bevy
- Vision: OpenCV, CUDA, PyTorch, TensorFlow, Keras, Mediapipe
- Data: Polars, DataFusion, PostgreSQL, Kafka, Snowflake, Apache Arrow
- Cloud & DevOps: AWS, GCP, Azure, Terraform, Kubernetes, Docker, GitHub Actions
- Networking: WebRTC, LibP2P, QUIC, WebSocket, gRPC
Delivery: Discovery → Architecture Review → Platform Build → Performance Testing → Production Deploy → Runbook Handoff. Fixed scope per phase.
This profile is for engineering teams building production platforms under real load. Send your project brief -- I'll reply within 48 hours to assess fit.
Steps for completing your project
After purchasing the project, send requirements so Kostiantyn can start the project.
Delivery time starts when Kostiantyn receives requirements from you.
Kostiantyn works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery Process & Estimation
Discovery process to identify technical risks and to find optimal solutions. Create a Development plan.