Xalt Analytics

🌟 𝐖𝐞𝐥𝐜𝐨𝐦𝐞 𝐭𝐨 𝐭𝐡𝐞 𝐟𝐨𝐫𝐞𝐟𝐫𝐨𝐧𝐭 𝐨𝐟 𝐀𝐈-𝐝𝐫𝐢𝐯𝐞𝐧 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐬! 🌟 Introducing Xalt Analytics, where innovation meets intelligence in the realm of advanced data solutions. We are thrilled to lead the charge as we delve into the cutting-edge domains of Large Language Model (LLM), Natural Language Processing (NLP), Artificial Intelligence (AI), deep learning, machine learning, neural networks, and more. At Xalt Analytics, we are dedicated to pushing the boundaries of what's possible with data. Our journey begins with a focus on harnessing the power of LLM and NLP architectures like RAG, GPT, and Transformers. 🛠 𝐒𝐤𝐢𝐥𝐥𝐞𝐝 𝐢𝐧 𝐚 𝐯𝐚𝐫𝐢𝐞𝐭𝐲 𝐨𝐟 𝐀𝐈 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: • 𝐎𝐩𝐞𝐧𝐀𝐈 𝐆𝐏𝐓 𝐌𝐨𝐝𝐞𝐥𝐬. • 𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞𝐬: CNNs, RNNs, LSTMs, Transformer architectures, Auto-Encoders, DBMs, DBNs, GANs (Generative Adversarial Networks). • 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦𝐬: Linear/Logistic Regression, kNN, SVM, Decision Trees, Random Forest, Gradient Boosting, Naive Bayes, Ensemble Methods, XGBoost, AdaBoost, and Time Series Techniques. • 𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐞𝐫𝐬 & 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬: Experienced with Mistral 7B, Meta's Llama, DistilBert, Google T5, and custom model development. • 𝐌𝐨𝐝𝐞𝐥 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧: ML models benchmarking and optimization. • B𝐢𝐠 𝐃𝐚𝐭𝐚 𝐓𝐨𝐨𝐥𝐬: Hadoop, Hive, Spark, H2O Following are the areas in which we have worked and gained large experience working on different solutions: 𝐓𝐞𝐱𝐭 𝐌𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐍𝐋𝐏: • LLM (Langchain, Huggingface, Llama_Index, RAG, Transformers, OpenAI, chatGPT, Gemini, vector stores) • Classification • Topic Identification • Aspect Based Sentiment Analysis • Summarization • Customer Feedback • Sentiment Analysis 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠: • Crypto Currency Prediction • Fraud Detection • Failure Prediction • Preventive maintenance • Offer Recommendation • Quality Enhancement • Churn Detection 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐚𝐧𝐝 𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠: • Marketing Automation • Customer Service Automation • Operations Automation 𝐑𝐞𝐢𝐧𝐟𝐨𝐫𝐜𝐞𝐦𝐞𝐧𝐭 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠: • High Frequency Trading using Gym Environment. 𝐈𝐧𝐟𝐨𝐫𝐦𝐚𝐭𝐢𝐨𝐧 𝐄𝐱𝐭𝐫𝐚𝐜𝐭𝐢𝐨𝐧: • Images of Engineering Drawings, web pages, and other unstructured data. • Image or video analytics, feature detection, image classification • Drone data analytics • Name Entity Recognition And as we navigate the complex data landscapes of tomorrow, Xalt Analytics remains steadfast in our commitment to mastering the realm of Big Data and ETL. With expertise in architecting robust ETL pipelines and harnessing the power of technologies like Hadoop, Spark, and Kafka, we ensure seamless data processing. Join us on this journey of discovery and transformation as we unlock the full potential of your data assets and propel your business towards unparalleled success.