A commitment to Deliver AI Solution Best fits Business needs

An array of AI resources

Full 24/7 access to Data Scientist and Data Engineer to answer your AI business Solution needs and questions, advise on best AI technologies options fit your need and course of action to deliver such solutions such as:

• Machine Learning -ML-model design, build and deployment.
  • Classification models- such as Anomaly Detection, Churn Prediction, Predictive Maintenance, Recommendation Engine- Collaborative filtering, Survival analysis, Cox-Regression and Hazard Proportion Analysis survival analysis model. Navies Bayes for Probabilistic Classification model- such as Sentiment Analysis, Product Promotion, and Product Market Campaign Optimization Analysis.
  • Clustering analysis, building cluster analysis of your data to discover the in depth latent space hidden pattern of your data clustering for further insightful analytics, using ML techniques such as- K-means, KNN, DBSCAN, PCA, TSNE, Hierarchical and non-Hierarchical analysis.
  • Time Series forecasting and Regression modeling to provide the best accurate forecast for your business product sales demand, Best Supply Chain Logistic planning, Retail Store inventory Replenishing forecasting, Telco Network Site Predictive Planning-NPP. Using advanced Time series forecasting ARIMA model, and Deep Learning models-DeepAR, LSTM and VAR. As well as Linear and GLM regression models, Advanced GLM Link Function Models.
  • Using Deep Learning Framework for Complex time series forecasting-Utilizing a mix of DeepAR Model and Temporal Fusion Transformer (TFT) Deep Learning models with Multi-Horizon Probabilistic Production model. Use cases Example includes- long stream flow forecasting, Cold Start Problem, unconventional Reservoirs flow forecasting. By combing and Encoder-Decoder model architecture, where the historical time series is encoded to inform the Decoder on how to forecast the next period outcomes in temporal time fashion
  • Oil and Gas pipeline, and Refinery Operation Optimization using tool such as “Gurobi Optimization tool”, and GurobiPy Python.
  • A/B Testing, Causal Inference for advanced Medical trials and critical product development experimentation evaluation.
• Gen AI Solutions design, build and deployment.
  • Building Gen AI Solutions including:
    • Vector DB and Retrieval Augmented Generation -RAG.
    • AI Agents and Tools for Creation of Conversable Dialogue Business Solution to answer complex business questions problems. Such as complex IT system and Telecommunications Network troubleshooting, and answering Questions for Mission Critical Application by Product, Application Owners, Outage Manager, System Engineer to address issues such as:- Retrieval of Real Time o f API’s Health metrics, Root Cause Analysis (RCA) of failure and suggestion of Problem Resolution based on historical similar incident troubleshooting to cut MTTR and meet SLA’s.
    • AutoGen AI Solution for automation of Gen AI agents /tools deployment on demand to meet business

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