Artificial Intelligence Services

By utilizing advanced forecasting models, businesses can make informed, data-driven decisions, optimize supply chains, and excel in the highly competitive e-commerce industry. In the e-commerce and forecasting domain, our customized tools include: 

• Customer Segmentation: Clustering, K-Means, DBSCAN
• Lead Scoring: Linear Regressor, Random Forest, and Boosting Regressors
• Customer Support: ARI, Silhouette Coefficient

Leading in image processing and computer vision technologies, we innovate in object recognition, autonomous systems, and visual analytics. Our expertise is supported by a sophisticated toolkit designed for diverse tasks: 

• Image recognition and classification: LeNet/AlexNet/VGGNet/ResNet, Object Detection, FCN, U-Net, SIFT/SURF
• Object detection: Haar Cascades, HOG, R-CNN/Fast R-CNN/Faster R-CNN, Single Shot Detectors, YOLO(v2/v3), R-FCN, CornerNet/CenterNet
• Image generation and modification: GAN, VAE, Neural Style Transfer, DeepDream, Super-Resolution, Image-to-Image Translation, Image Inpainting, Image Colorization
• Facial recognition: Eigenfaces/Fisherfaces, Geometric Feature Based Techniques, SIFT/SURF, SVM, CNNs, DeepFace, FaceNet, 3D Recognition, Thermal Imaging
• Optical character recognition: Noise Reduction, Binarization, Deskewing, Normalization, Character Segmentation, Feature Extraction, Template Matching, SVM, Contextual Analysis, LSTM, RNN, Transfer Learning

Our expertise in Natural Language Processing (NLP) and Text Processing helps businesses enhance efficient communication, sentiment analysis, and content understanding. In the realm of NLP and Text Processing, our proficiency is reflected through: 

• Sentiment analysis: LSTMs, Neural Network Transformer
• Machine translation: Rule-Based, Statistical, Neural, or Hybrid Machine Translation
• Speech recognition: HMMs, Deep Neural Networks, N-gram Models, MFCCs, Spectrogram, CTC, Attention Models and Transformers, Seq2Seq
• Named entity recognition: Rule-Based Techniques, HMMs, CRF, SVMs, RNNs, Bidirectional LSTMs, BERT
• Scoring search results: TF-IDF, LSTMs, VSM, ML Models, LTR, BERT
• Recommendations: word2vec, doc2vec, RNN Attention
• Finding vulnerabilities in source code: Encoder-Decoder Seq2Seq, LSTM
• Topic modeling: LDA, Non-negative Matrix Factorization, LSA, HDP, Correlated/Dynamic/Supervised Topic Models

Our custom AI solutions understand and generate human-like speech in real time, making digital interactions more accessible. Designed for high accuracy even in noisy environments, our products enhance communication by driving efficiency and reducing errors. Our team works with: 

• AI audio generation: Waveform-Based/Spectral/Physical/Granular Modeling Synthesis, RNNs, LSTMs, GANs, Autoencoders
• Speech-to-Text (ASR): HMMs/DNNs, N-gram Models, NLMs, MFCCs, Spectrogram, CTC, Attention-Based Models, Transformers, Speaker Diarization/Adaptation
• Text-to-Speech (Speech Synthesis): Unit Selection, Diphone Synthesis, Parametric TTS, Tacotron/WaveNet, Voice Cloning, Emotion and Expressiveness
• Sound Classification: Time Domain/Frequency Domain/Time-Frequency Features, ML, Deep Learning, Transfer Learning, Data Augmentation

Address biases, cybersecurity threats, and overfitting models with our effective ML solutions. As an established AI/ML development services company, we help businesses choose the right ML models for their specific problems, considering their infrastructure requirements: 

• Supervised learning: Linear/Logistic Regression, SVMs, Decision Trees, Random Forests, Neural Networks, GBMs, KNNs, F1 Score/ROC-AUC, MSE/RMSE/MAE
• Unsupervised learning: DBSCAN/Hierarchical/K-Means Clustering, PCA, t-SNE, Autoencoders, Apriori/Eclat, Isolation Forest, One-Class SVM, GANs, SOMs
• Semi-supervised learning: Self/Co-training, Transductive Learning, Label Propagation/Spreading, Graph-based Semi-supervised Learning, Deep Learning
• Reinforcement learning: Q-learning, DQN, REINFORCE, PPO, A2C, SAC, model-based RL, MCTS, multi-agent RL

As leaders in deep learning engineering, our artificial intelligence experts transform your data into actionable insights, driving change and enhancing performance. We support you at every stage, from assessing your data’s suitability for training algorithms to deploying customized models and refining accuracy. Our team specializes in: 

• Convolutional neural networks (CNNs)
• Recurrent neural networks (RNNs): LSTMs, GRUs
• Autoencoders
• Generative adversarial networks (GANs)
• Transformer models
• Deep reinforcement learning