Technologies

Engineered for performance

Three core capabilities anchor every TechnoLynx engagement: computer vision, generative and agentic AI, and GPU performance engineering. Pick the one closest to your problem — most projects span two of the three.

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Computer Vision Services

Transform your processes with advanced visual recognition and analysis. Our Computer Vision services are crafted to enhance efficiency, ensure compliance, and provide actionable insights across industries such as healthcare, manufacturing, and retail.

  • Expertise in classical computer vision techniques.
  • Human-supervised system design for legal compliance.
  • Video pipeline optimisation using tools like FFmpeg.
  • Custom models adaptable to diverse platforms.
  • Explainable AI solutions for ethical transparency.
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Generative AI

Reimagine creativity and automation with generative and agentic AI. From text generation to image synthesis to autonomous agent workflows, our solutions are built on years of expertise in large language models (LLMs), neural networks, and scalable systems.

  • Leaders in generative AI since 2019.
  • Optimised inference for faster deployments.
  • Ethical AI systems with bias mitigation.
  • Autonomous agent workflows for adaptive tasks.
  • Advanced simulation and prototyping capabilities.
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GPU Performance Engineering

Gain the full potential of your hardware with our GPU Performance Engineering solutions. We specialise in optimising compute-intensive workloads to deliver speed, scalability, and efficiency for AI, graphics, and scientific applications.

  • Expertise in CUDA, OpenCL, and Vulkan for high-performance computing.
  • Profiling and tuning for maximum throughput and minimal latency.
  • Scalable solutions for multi-GPU and distributed environments.
  • Custom kernels tailored to your application needs.
  • Performance benchmarking and optimisation for real-world workloads.
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Case Studies

Case Study: CloudRF  Signal Propagation and Tower Optimisation

Case Study: CloudRF  Signal Propagation and Tower Optimisation

15/05/2025

See how TechnoLynx helped CloudRF speed up signal propagation and tower placement simulations with GPU acceleration, custom algorithms, and cross-platform support. Faster, smarter radio frequency planning made simple.

Case Study: Large-Scale SKU Product Recognition

Case Study: Large-Scale SKU Product Recognition

10/12/2024

Hierarchical SKU classification using DINO embeddings and few-shot learning — above 95% accuracy at ~1k classes, above 83% at ~2k.

Case Study: WebSDK Client-Side ML Inference Optimisation

Case Study: WebSDK Client-Side ML Inference Optimisation

20/11/2024

Browser-deployed face quality classifier rebuilt around a single multiclassifier, WebGL pixel capture, and explicit device-capability gating.

Case Study: Share-of-Shelf Analytics

Case Study: Share-of-Shelf Analytics

20/09/2024

Per-shelf share-of-shelf measurement in area and count modes, with unknown-product handling treated as a first-class operational output.

Case Study: Smart Cart Object Detection and Tracking

Case Study: Smart Cart Object Detection and Tracking

15/07/2024

In-cart perception for autonomous retail checkout: detection, tracking, adaptive FPS sampling, and a session-scoped cart-state model.

Case-Study: Text-to-Speech Inference Optimisation on Edge (Under NDA)

Case-Study: Text-to-Speech Inference Optimisation on Edge (Under NDA)

12/03/2024

See how our team applied a case study approach to build a real-time Kazakh text-to-speech solution using ONNX, deep learning, and different optimisation methods.

Case-Study: V-Nova - GPU Porting from OpenCL to Metal

Case-Study: V-Nova - GPU Porting from OpenCL to Metal

15/12/2023

Case study on moving a GPU application from OpenCL to Metal for our client V-Nova. Boosts performance, adds support for real-time apps, VR, and machine learning on Apple M1/M2 chips.

Case Study: Barcode Detection for Autonomous Retail

Case Study: Barcode Detection for Autonomous Retail

15/10/2023

Camera-based barcode pipeline for in-cart capture: YOLO localisation, ensemble decoding, multi-frame polling — 86.7% vs Dynamsoft 80%.

Case-Study: Generative AI for Stock Market Prediction

Case-Study: Generative AI for Stock Market Prediction

6/06/2023

Case study on using Generative AI for stock market prediction. Combines sentiment analysis, natural language processing, and large language models to identify trading opportunities in real time.

Case-Study: Performance Modelling of AI Inference on GPUs

Case-Study: Performance Modelling of AI Inference on GPUs

15/05/2023

How TechnoLynx modelled AI inference performance across GPU architectures — delivering two tools (topology-level performance predictor and OpenCL GPU characteriser) plus engineering education that changed how the client's team thinks about GPU cost.

Case Study: Multi-Target Multi-Camera Tracking

Case Study: Multi-Target Multi-Camera Tracking

10/02/2023

How TechnoLynx built a cost-efficient multi-target multi-camera tracking system for a smart retail deployment — real-time tracking across non-overlapping CCTV cameras using probabilistic trajectory prediction and consistent global identity.

Case-Study: Action Recognition for Security (Under NDA)

Case-Study: Action Recognition for Security (Under NDA)

11/01/2023

How TechnoLynx built a hybrid action recognition system for a smart retail environment — detecting suspicious behaviour in real time using transfer learning and a rules-based approach on cost-effective CCTV.

Case-Study: V-Nova - Metal-Based Pixel Processing for Video Decoder

Consulting: AI for Personal Training Case Study - Kineon

Case-Study: A Generative Approach to Anomaly Detection (Under NDA)

Case Study: Accelerating Cryptocurrency Mining (Under NDA)

Case Study - AI-Generated Dental Simulation

Case Study - Fraud Detector Audit (Under NDA)

Case Study - Embedded Video Coding on GPU (Under NDA)

Case Study - Accelerating Physics -Simulation Using GPUs (Under NDA)

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