As a trusted AI software development company, we excel in Generative AI, helping businesses transform their processes with innovative and flexible solutions such as chatbots, conversation analytics, AI text, content, and video generation solutions among others. In this cutting-edge domain, we focus on six key pillars:
• Model fine-tuning: Transfer Learning, LRA, Regularization, Hyperparameter Tuning, Instructions, Layer Re-training, PEFT, LoRA/QLoRA, Data Augmentation
• Retrieval augmented generation (RAG): LLamaIndex, LangChain, DuckDB, ChromaDB
• Custom large language model (LLM) Chains: LangChain, LlamaIndex, OpenAI, DocTran, HF Transformers, WhisperX
• Chatbots: Seq2Seq, GPT, NLU, NLG, RL, LangChain, LLamaIndex
• AI text & content generation: RNNs, LSTMs, GRUs, BERT/GPT
• AI video generation: GAN, VAE, RNN, LSTM, Neural Rendering, Video-to-Video Synthesis, Deepfakes
Generative AI 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
Predictive analytics services →
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
Computer vision services →
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 MLOps services. 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
Machine learning operations services →
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
MaxContact
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RX Transcription Tool for Eyeglass Dispensing
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Virtual Try-On Solution
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95% of Clients Come Back for More
We care about your business, focusing on success and timely delivery. Read what our customers say about our collaboration.
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"Over $2M annual reoccurring revenue from our SaaS platform in just the first year, with a steadily growing user base. After a few years of bootstrapping, we received investment from two entities, one of the largest distribution companies in the US and a highly respected private equity firm. The project management has been extremely impressive, from a deliverability standpoint and communication. The team is a well-oiled machine — extremely efficient."
"They are the best outsourcing firm I’ve ever used. Two of their developers would spend a week with us every 7–8 months to make sure all of our bases were covered. They were very budget-minded, giving us estimates, tracking that we spent, and notifying us is we needed to dial back our spending or were approaching our budget."
"We've developed a measure of sport-specific intellectual ability—we call it the Athletic Intelligence Quotient, or AIQ. We hired Coherent Solutions to revamp our mobile app and our web-based scoring portal. The scoring portal was extremely slow, to the point that it was an issue for our clients and us… We saw them deliver on everything that we set out to accomplish, specifically with speeding up the load times on the scoring database.
I was pleased with their initiative, their attitude, and their reaction times."
Consulting
Not sure how to harness AI for your business? Start with our AI consulting services. We assess your business processes and gather project requirements to ensure all efforts align with your goals and are set on the right path.
"At our company, we help our clients evaluate the return on investment of AI projects in advance. We focus on analyzing project requirements and estimating costs for tasks like data collection and model development, providing clients with a clear budget and potential business benefits. We also comply with GDPR and HIPAA for data protection.
A major challenge in AI system development is balancing model complexity with computational efficiency. We employ cloud computing to manage complex models and leverage pre-trained models and transfer learning techniques to accelerate training. Additionally, we explore model compression techniques to reduce resource demands while maintaining performance and accuracy. Last but not least, regular testing and optimization help us achieve our goals within various constraints."
