GENerative AI Expertise & Tools

 We possess extensive expertise in generative AI and natural language processing, particularly in refining domain-specific capabilities by fine-tuning large language models such as GPT-4, BERT, Claude, Copilot, Llama-3 and T5. Our deep understanding spans the architecture, training methodologies, and diverse applications of these advanced models, enabling us to deliver tailored AI solutions that drive innovation and efficiency.  

 We are at forefront of prompt engineering, an essential discipline for optimizing interactions with AI models. We specialize in crafting precise prompts that elicit the most accurate and relevant responses from AI systems. This expertise not only enhances model performance but also maximizes the efficiency and applicability of AI in real-world scenarios, ensuring our clients achieve the best outcomes from their AI investments.  

 Our expertise involves adapting pre-trained models to specific tasks or domains by training them further on tailored datasets.   By adapting pre-trained models with tailored datasets, we enhance their performance for specific tasks like customer support and content generation. This cost-effective method ensures high accuracy and relevance, providing exceptional value and efficiency for your business. 

 Our expertise spans a broad spectrum of machine learning and deep learning techniques, encompassing supervised, unsupervised, and reinforcement learning, as well as complex neural networks. This diverse proficiency enables us to implement state-of-the-art algorithms and tailor customized AI solutions that adapt to various applications and effectively meet diverse business needs, helping clients unlock the full potential of AI  

 We excel in data engineering, providing expert services in data collection and annotation. We specialize in sourcing high-quality, relevant data and meticulously annotating it to ensure effective model training. This critical groundwork supports the development of precise and reliable AI solutions, enabling seamless integration into diverse business environments and enhancing decision-making processes.  

 We are experts in software development and integration, ensuring that AI solutions are not only innovative but also perfectly aligned with existing systems. We specialize in developing robust software tailored to specific business needs and seamlessly integrating advanced AI technologies into diverse IT environments. This approach enhances system interoperability and functionality, enabling our clients to leverage cutting-edge AI capabilities effectively and improve their operational efficiency 

 We have expertise in all the prominent LLMs available today. Some examples are GPT-4, LLama, Gemini, Claude, Copilot, BERT, T5, Transformer-XL, XLNet

 Linear Regression, Logistic Regression, Decision Trees, Random Forests, Support Vector Machines, K-Means Clustering, Hierarchical Clustering, Neural Networks, Gradient Boosting Machines (GBM), AdaBoost, Naive Bayes, Principal Component Analysis (PCA), K-Nearest Neighbors (KNN), Hidden Markov Models (HMM), Deep Learning  

 Pytorch, Tensorflow, TensorRT, HuggingFace APIs, OpenCV, CUDA, Vitis-AI tool chain, Scikit-learn, Keras,  Jupyter, AWS Bedrock 

 JavaScript, Python, Java, C#, TypeScript, Ruby, PHP, Swift, Kotlin, Go, C++, Scala, Rust, Perl, R