TMA Artificial Intelligence Center

Services

Develop AI Features/ Products

Applying AI technologies within applications, tools, or platforms to elevate functionality, enrich user experience, and address particular challenges.

Setup AI Development Center

We assist in setting up an AI Development Center to create a dedicated environment focused on the design, development, and deployment of artificial intelligence (AI) technologies.

Provide AI Solutions

We build and develop AI solutions that address challenges of enterprises across industries, ensuring rapid implementation and integration for quick market adaptation.

AI as a Service (AIaaS)

We provide AI as a Service (AIaaS), offering businesses access to advanced artificial intelligence technologies without the need for extensive infrastructure or expertise.

AI Solutions for Industries

Technologies

Machine Learning (ML)

Supervised ML: Linear Regression, SVM, Decision Tree, Gradient Boosted, LDA, UMAP…
Unsupervised ML: PCA, t-SNE, UMAP, KNN, K-means clustering, Hierarchical clustering …
Reinforcement Learning: Markov decision process, Q-Learning and Deep Q-Networks
Predictive Analysis: ARIMA, SARIMA, Prophet, LSTMs, Transformer-based forecasting.
Recommendation System: Collaborative Filtering, Content-based, Hybrid, Graph analysis.

Computer Vision (CV)

Object Detection: YOLO v8, Faster R-CNN, SSD, DETR, SORT, DeepSORT, ByteTrack
Pose Estimation: OpenPose, MediaPipe, DeepPose
Facial Recognition: FaceNet, ArcFace, Dlib
Optical Character Recognition (OCR): Tesseract, EasyOCR, PaddleOCR
Video Streaming & Analytics: NVIDIA DeepStream SDK, GStreamer + OpenCV, FFmpeg, WebRTC
Audio & Signal Processing: Mel-Spectrograms, Sound waves processing, Fourier Transform, Dynamic Time Warping, HuBert…

Edge AI

Edge AI devices: Raspberry Pi, Jetson Nano, Intel NCS, MCU
Edge AI framework: TensorRT, OpenVINO, ONNX, TensorFlow Lite, PyTorch Mobile, CoreML, ML Kit
NVIDIA Frameworks: Metropolis, DeepStream SDK, TAO Toolkit
Qualcomm Frameworks: Neural Processing SDK

Generative AI | LLMs | NLP

AI Agent, Agentic AI, RAG-based LLM: Langchain (LangGraph), LlamaIndex (LlamaIndex Workflow), Langfuse, CrewAI, Prompt flow, Voiceflow
NLP: SpaCy, NLTK, TextBlo, RegEx

RPA & Deployment

RPA Platforms & Frameworks: UiPath, Automation Anywhere, Blue Prism, Microsoft Power Automate, T-Bot (TMA RPA Framework)
Monitoring & Observability: Prometheus, Grafana, Sentry
Deployment Tools: Docker, Kubernetes (AKS, EKS, ACA, GKE)

Cloud AI & Services

LLM: Azure OpenAI Studio, OpenAI API, Bedrock (AWS), Vertex AI (Google Cloud)
Video & AI Avatar: Azure Avatar, Synthesia, Elai, Heygen, D-ID.
Machine Learning: AWS SageMaker, Azure ML Studio