Generative AI

We are a team that brings unique expertise in Generative AI, and we place great importance on making every step of the process enjoyable and collaborative. We don't just build powerful AI systems — we share our knowledge, brainstorm fresh ideas, and refine solutions with you. Communication is at the core of our approach, and we are constantly seeking to optimise our processes to deliver results!

Why Choose Us

Leaders in Generative AI

We’ve been mastering generative AI since 2019, with a deep understanding of latent spaces, embeddings, and LLMs.

Experts in Model Optimisation for Inference

Our expertise in optimising large model inference ensures faster, more efficient deployments.

Explainable and Verifiable AI

We prioritise transparency with techniques like RAGs, making your AI solutions explainable and verifiable.

Multi-GPU Optimisation for LLM Training

We fine-tune large models using TensorRT to maximise multi-GPU performance and efficiency.

Ethical and Trustworthy AI

We ensure compliance with regulations while mitigating bias to create fair and ethical AI systems.

Reduced Onboarding Costs

Our use of self-supervised techniques minimises onboarding costs and streamlines adoption.

Intelligent AI Automation

We design agentic AI workflows, automating tasks and empowering dynamic, adaptive systems.

Scalable Custom Solutions

Our company is proud to offer solutions that are designed for optimal scalability, ranging from data management to computational performance.

Advanced Simulation and Prototyping

Our capabilities in simulation and prototyping accelerate testing and bring your ideas to life faster.

Area of Expertise

Automation with Agents
Relevancy Enhancement with RAG
Hyper-Personalisation
LLM Context Management
LLM Content Localisation
Physics-Based Simulation
Hybrid Search with FMs and RAG
Data Augmentation
Prompt Engineering
Fine-Tuning
Distillation
Quantisation

Testimonials

Machine Learning Design & Dev for Laser Devices Company

TechnoLynx's unique aspect is that they're able to transform complex theories into practicable and applicable results.
TechnoLynx provides research reports and architecture planning documents. The team is able to transform complex theories into practicable and applicable results. TechnoLynx's project management is strong and delivers work on time without hardware issues, being responsive through virtual meetings.

Forrest Smith - CEO & Co-Founder, Kineon

Custom Software Dev for Engineering Startup

TechnoLynx's skill in low-level software development was impressive.
TechnoLynx was able to create four prototypes with common components and an interface for easy maintenance. The client was extremely happy with the solution's speed. Moreover, their communication was seamless and straightforward.

Alex Farrant - Director, Farrant Consulting Ltd

Research & Development for Software Company

I’m delighted with our collaboration with their team.
Thanks to TechnoLynx's work, the client has been able to co-author two patents. They lead responsive project management to solve problems quickly. The team also praises their skilled and knowledgeable team.

Gil Hagi - CEO, Tasty Tech

Technical Consulting for Blockchain Services Company

We had high-efficiency meetings
TechnoLynx’s work resulted in a successful breakthrough, and their input improved the client’s app. Their flexible and organised project management cultivated a healthy collaboration experience. Ultimately, their professionalism and commitment were impressive.

Anonymous - CEO, Blockchain Services Company

Custom Software Development for Deep-Tech Co

TechnoLynx delivered the project on time and provided quality outputs that met the client's expectations. The team was proactive in providing ideas and suggestions, and they were careful at properly planning the tasks. The client also praised the team's expertise in GPU programming and AI.

Guido Meardi - CEO, V-Nova

Case Studies

15/05/2025

Case Study: CloudRF  Signal Propagation and Tower Optimisation

Case Study: CloudRF  Signal Propagation and Tower Optimisation

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.

12/03/2024

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

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

See how our team applied a case study approach to build a real-life Kazakh text-to-speech solution using ONNX, deep learning, and efficient research design.

15/12/2023

Case-Study: GPU Porting from OpenCL to Metal (Under NDA)

Case-Study: GPU Porting from OpenCL to Metal (Under NDA)

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

6/06/2023

Case-Study: Generative AI for Stock Market Prediction (Under NDA)

Case-Study: Generative AI for Stock Market Prediction (Under NDA)

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.

15/05/2023

Case-Study: Performance Modelling of AI Inference on GPUs (Under NDA)

Case-Study: Performance Modelling of AI Inference on GPUs (Under NDA)

Learn how TechnoLynx helps reduce inference costs for trained neural networks and real-time applications including natural language processing, video games, and large language models.

10/02/2023

Case Study: Multi-Target Multi-Camera Tracking (Under NDA)

Case Study: Multi-Target Multi-Camera Tracking (Under NDA)

Learn how TechnoLynx built a cost-efficient, AI-powered multi-target tracking system using existing CCTV infrastructure. Real-time object tracking across non-overlapping cameras using global and local IDs.

11/01/2023

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

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

See how TechnoLynx used AI-powered action recognition to improve video analysis and automate complex tasks. Learn how smart solutions can boost efficiency and accuracy in real-world applications.

2/11/2022

Consulting: AI for Personal Training Case Study - Kineon

Consulting: AI for Personal Training Case Study - Kineon

TechnoLynx partnered with Kineon to design an AI-powered personal training concept, combining biosensors, machine learning, and personalised workouts to support fitness goals and personal training certification paths.

22/05/2022

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

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

See how we successfully compeleted this project using Anomaly Detection!

29/12/2020

Case Study: Accelerating Cryptocurrency Mining (Under NDA)

Case Study: Accelerating Cryptocurrency Mining (Under NDA)

Our client had a vision to analyse and engage with the most disruptive ideas in the crypto-currency domain. Read more to see our solution for this mission!

10/11/2020

Case Study - AI-Generated Dental Simulation

Case Study - AI-Generated Dental Simulation

Our client, Tasty Tech, was an organically growing start-up with a first-generation product in the dental space, and their product-market fit was validated. Read more.

17/09/2020

Case Study - Fraud Detector Audit (Under NDA)

Case Study - Fraud Detector Audit (Under NDA)

Discover how a robust fraud detection system combines traditional methods with advanced machine learning to detect various forms of fraud!

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

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

FREQUENTLY ASKED QUESTIONS (FAQ)

Q: Is it better to train models from scratch or use ready-made ones?

A: We investigate this matter while preparing the quote for your project, and the answer differs based on your unique use case and the need for novelty and customiseability in alignment with the available resources.

We opt for training a model from scratch when the ready-made models are not sufficient for the use case, or we need to gain control over the model architecture to customise its output and properties, such as size and response. Yet, this requires large datasets, powerful computational power, and time. For these reasons, using ready-made models can be less data-consuming, cheaper, and faster.

Q: My data size is limited; is this a blocker for the project?

A: In the initial discussion about your project, we request information about your data accompanied by a sample. We study the possible solutions adhering to your use case needs and the data type and quality. Some of the following techniques can be selected as a feasible solution and they are augmentation, transfer learning, few-shot learning, active learning, and regularisation.

Q: How do you design Gen-AI applications in adherence to scalability issues?

A: We explore different options based on the resource status, such as computational capabilities, hardware availability, and data growth. We customise the system architecture to achieve efficiency in model size and response and flexibility by deploying reusable components. We apply a hybrid of edge and cloud computing solutions based on the latency and processing requirements. To foster data growth, we automate the data curation and generation with optimal timing. We ensure amenable implementation by building active checkpoints for testing and feedback in both the development and production stages.

Q: What type of data can you handle?

A: We have experience handling tabular as structured or time-series in machine learning projects, textual for NLP and LLM employment, audio for speech recognition, images for Computer Vision and Generative applications, videos for object recognition and tracking, and a combined version of two or more of these types across multiple domains for multimodal advanced applications.

Technical Excellence

Founded in 2019 by Balázs Keszthelyi, co-inventor of more than a dozen patents and contributor to two international standards, we know how to beat the state-of-the-art.

Balázs’ passion for high quality and superior performance sets a high bar, generating value for our clients and growth for our employees.

Technology Stack

PyTorch Lighting
TorchScript
TensorFlow
LiteRT
TF-GAN
LangChain
LangGraph
LangSmith
LlamaIndex
W&B Weave
Hugging Face Transformers
LibFewShot
PandaAI
RagFlow
GraphRAG
JAX
Solo-learn
VFormer
Vertex AI Agent Builder
Vertex AI Search
AWS Bedrock
NVIDIA AI Foundry
NVIDIA NeMO
Python
C++
R

What We Do

We specialise in guiding clients through the entire research and development journey, from initial prototyping to seamless integration and even safeguarding intellectual property. As an innovative solutions center, we not only identify areas for workflow enhancement but also actively engage in crafting and implementing solutions.

Related Posts

28/05/2025

Generative AI Tools in Modern Video Game Creation

Generative AI Tools in Modern Video Game Creation

Learn how generative AI, machine learning models, and neural networks transform content creation in video game development through real-time image generation, fine-tuning, and large language models.

27/05/2025

Artificial Intelligence in Supply Chain Management

Artificial Intelligence in Supply Chain Management

Learn how artificial intelligence transforms supply chain management with real-time insights, cost reduction, and improved customer service.

20/05/2025

Machine Learning and AI in Modern Computer Science

Machine Learning and AI in Modern Computer Science

Discover how computer science drives artificial intelligence and machine learning—from neural networks to NLP, computer vision, and real-world applications. Learn how TechnoLynx can guide your AI journey.

19/05/2025

Real-Time Data Streaming with AI

Real-Time Data Streaming with AI

You have surely heard that ‘Information is the most powerful weapon’. However, is a weapon really that powerful if it does not arrive on time? Explore how real-time streaming powers Generative AI across industries, from live image generation to fraud detection.

13/05/2025

Cutting-Edge Marketing with Generative AI Tools

Cutting-Edge Marketing with Generative AI Tools

Learn how generative AI transforms marketing strategies—from text-based content and image generation to social media and SEO. Boost your bottom line with TechnoLynx expertise.

8/05/2025

Fine-Tuning Generative AI Models for Better Performance

Fine-Tuning Generative AI Models for Better Performance

Understand how fine-tuning improves generative AI. From large language models to neural networks, TechnoLynx offers advanced solutions for real-world AI applications.

6/05/2025

Generative AI's Role in Shaping Modern Data Science

Generative AI's Role in Shaping Modern Data Science

Learn how generative AI impacts data science, from enhancing training data and real-time AI applications to helping data scientists build advanced machine learning models.

30/04/2025

Control Image Generation with Stable Diffusion

Control Image Generation with Stable Diffusion

Learn how to guide image generation using Stable Diffusion. Tips on text prompts, art style, aspect ratio, and producing high quality images.

28/04/2025

The Foundation of Generative AI: Neural Networks Explained

The Foundation of Generative AI: Neural Networks Explained

Find out how neural networks support generative AI models with applications like content creation, and where these models are used in real-world scenarios.

17/04/2025

Agentic AI vs Generative AI: What Sets Them Apart?

Agentic AI vs Generative AI: What Sets Them Apart?

Understand the difference between agentic AI and generative AI, including how they work in content creation, deep learning, and artificial intelligence applications.

14/04/2025

Top Cutting-Edge Generative AI Applications in 2025

Top Cutting-Edge Generative AI Applications in 2025

Learn how applications in text, image, music, fashion, architecture, and business are driven by deep learning, neural networks, and large language models.

9/04/2025

TechnoLynx Named a Top Machine Learning Company

TechnoLynx Named a Top Machine Learning Company

TechnoLynx named a top machine learning development company by Vendorland. We specialise in AI, supervised learning, and custom machine learning systems that deliver real business results.

3/04/2025

Generative AI Models: How They Work and Why They Matter

Learn how generative AI models like GANs, VAEs, and LLMs work. Understand their role in content creation, image generation, and AI applications.

31/03/2025

Markov Chains in Generative AI Explained

Discover how Markov chains power Generative AI models, from text generation to computer vision and AR/VR/XR. Explore real-world applications!

27/03/2025

How Generative AI Is Changing Search Engines

Learn how generative AI models improve search engines. Understand text generation, image creation, user experiences, and machine learning in content delivery.

21/03/2025

AI Prompt Engineering: 2025 Guide

Learn how prompt engineering enhances generative AI outputs for text, images, and customer service.

20/03/2025

Generative AI: Pharma's Drug Discovery Revolution

Discover how generative AI transforms drug discovery, medical imaging, and customer service in the pharmaceutical industry.

14/03/2025

Generative AI in Data Analytics: Enhancing Insights

Learn how generative AI transforms data analytics by creating realistic datasets, enhancing predictive analytics, and improving data visualisation.

12/03/2025

Generative AI and Supervised Learning: A Perfect Pair

Learn how generative AI combines with supervised learning to improve model accuracy and efficiency. Understand the role of supervised learning algorithms in training generative AI models.

7/03/2025

Generative AI in Medical Imaging: Transforming Diagnostics

Learn how generative AI is revolutionising medical imaging with techniques like GANs and VAEs. Explore applications in image synthesis, segmentation, and diagnosis.

4/03/2025

Generative AI and Prompt Engineering: A Simple Guide

Learn about Generative AI and Prompt Engineering. Understand language models, training data, and real-world applications in AI-powered content creation.

3/03/2025

Copyright Issues With Generative AI and How to Navigate Them

Recent discussions about generative AI tools have raised copyright concerns. Explore how AI reinforces ethical practices.

27/02/2025

Neural Networks and Their Role in Generative AI

Learn how neural networks power generative AI models. Understand training data, image generation, computer vision, and AI systems in customer service and medical imaging.

26/02/2025

The Pros and Cons of Generative AI in Customer Service

Learn how generative AI models impact customer service. Understand the benefits and challenges of AI-powered customer interactions and personalised experiences.

25/02/2025

Understanding Generative AI and Stable Diffusion Models

Learn how generative AI models like Stable Diffusion generate content. Understand diffusion models, machine learning, and applications in medical imaging, computer vision, and customer service.

24/02/2025

How Agents Learn Through Trial and Error: Reinforcement Learning

Discover how RL is applied in various industries, from robotics and gaming to healthcare and finance. Explore the key concepts, algorithms, and real-world examples to grasp the potential of this transformative technology.

19/02/2025

How AI Tools Are Changing the Way We Create Art

Learn how AI tools and generative AI help artists create art, design animations, manage social media content, and produce high-quality content in real-time.

17/02/2025

Generative AI is Driving Smarter Business Solutions

Learn how businesses are using generative AI to improve productivity, streamline operations, and create personalised customer experiences.

12/02/2025

Generative AI Development Services for Smarter AI Solutions

Looking for generative AI development services? Learn how machine learning models, natural language processing, and neural networks improve content creation, image generation, and more.

10/02/2025

The Impact of Computer Vision on Real-Time Face Detection

Learn how computer vision, a branch of AI, drives innovation in face detection with the help of CNNs, real-time video processing, and Generative AI.

6/02/2025

Generative AI and Supervised Learning in Real-World Use

Generative AI and supervised learning use neural networks to process input data. Learn how these AI techniques improve image generation, text-based tasks, and medical images.

3/02/2025

3D Visualisation Just Became Smarter with AI

We are all very familiar with 3D printers. Chances are that you want one, you already have one, or you have a friend who does. The concept of ‘Let’s make everything 3D’ is not new, yet the industrial applications of it mostly are. In this article, we will discuss how incorporating AI into 3D scanning, projecting, and modelling can transform the industry in so many fields.

29/01/2025

Custom AI Development Services for Business Growth

Looking for custom AI development services? Learn how tailored AI models can improve efficiency and drive growth.

27/01/2025

AI Assistants: Surpassing the Limits of Productivity

Don’t we all dream of getting things done with the least amount of effort? AI assistants are here to solve this issue for most. If you are into content creation, if quality control is your main occupation or if your goal is to manage your tasks efficiently and set priorities, don’t miss this article.

23/01/2025

Alan Turing: The Father of Artificial Intelligence

In this era of technological revolution, we see new applications every day. If you take a closer look, almost every platform has some sort of AI-enhanced feature. However, how did this start? Let’s go back to the early 20th century and discover everything about the father of AI.

10/01/2025

Generative AI vs. Traditional Machine Learning

Learn the key differences between generative AI and traditional machine learning. Explore applications, data needs, and how these technologies shape AI innovation.

8/01/2025

Generative AI for Customer Service: The Ultimate Guide

Learn how generative AI transforms customer service by using natural language processing, machine learning models, and cutting-edge tools like GANs and VAEs.

6/01/2025

AI in Security: Defence for All!

Is it safe to say that we live securely? If not, what can we do to make things safer? Does this apply only to our homes, or are there things that we can do for ourselves? And what about homeland security? The answer lies inside!

20/12/2024

Machine Learning, Deep Learning, LLMs and GenAI Compared

Explore the differences and connections between machine learning, deep learning, large language models (LLMs), and generative AI (GenAI).

17/12/2024

How Artificial Intelligence Transforms Social Media Today

Learn how artificial intelligence improves social media platforms, customer service, and user experience through real-time AI capabilities and machine learning.

11/12/2024

Real-Time Streaming for Generative AI Applications

Learn how real-time streaming powers generative AI applications. From image generation to NLP, see how generative models transform industries with AI.

10/12/2024

NLP vs Generative AI: Key Differences and Connections

Explore the key differences and overlaps between NLP and Generative AI. Learn about language modelling, large language models, and how these technologies shape text generation.

4/12/2024

Generative AI in Text-to-Speech: Transforming Communication

Learn how generative AI works in text-to-speech applications. Explore natural sounding speech, customer service, and content creation with cutting-edge AI models.

3/12/2024

How Generative AI and Robotics Collaborate for Innovation?

Learn how Generative AI and robotics, supported by neural networks, machine learning, and synthetic data, are reshaping industries.

29/11/2024

What can organisations learn from generative AI services?

Learn how generative AI services, including large language models and neural networks, can transform organisations with high-quality outputs and advanced solutions.

28/11/2024

Computer Vision and Image Understanding

Learn about computer vision, image understanding, and how they work in artificial intelligence, machine learning, and real-time applications.

18/11/2024

What are AI art generators? How do they work?

Learn how AI art generators create stunning visuals. Understand their process, user experience, and how TechnoLynx can help enhance your creative projects.

12/11/2024

Understanding AI-Generated Data and Internet Quality

Explore the growing presence of AI-generated data on the internet and how TechnoLynx can help manage quality and authenticity in digital content.