Advanced Analytics & ML
Transform your data into actionable insights with cutting-edge ML and AI solutions
Core Capabilities
Machine Learning Solutions
End-to-end ML solutions from development to production deployment
- Custom model development
- AutoML implementation
- MLOps pipelines
- Model monitoring
Generative AI
Custom GenAI solutions for business automation and intelligence
- LLM fine-tuning
- Document processing
- Semantic search
- Conversational AI
Advanced Analytics
Sophisticated analytics solutions for complex business problems
- Predictive analytics
- Time series analysis
- Prescriptive analytics
- Business intelligence
Industry Solutions
Fraud Detection
Financial Services
Real-time fraud detection using ML models
TECHNOLOGIES
Apache Spark TensorFlow Kafka Streams
KEY METRICS
- 99.9% accuracy
- < 100ms latency
- 60% false positive reduction
Customer Churn Prediction
Telecommunications
Predictive modeling for customer retention
TECHNOLOGIES
Python scikit-learn MLflow
KEY METRICS
- 85% prediction accuracy
- 40% churn reduction
- $2M cost savings
Document Processing
Insurance
Automated document analysis and processing using GenAI
TECHNOLOGIES
LangChain OpenAI Pinecone
KEY METRICS
- 90% automation rate
- 85% faster processing
- 95% accuracy
MLOps Process
1
Development
Model development and experimentation
- Data preparation
- Feature engineering
- Model selection
- Training & validation
2
Testing
Comprehensive model testing and validation
- Performance testing
- A/B testing
- Bias detection
- Security testing
3
Deployment
Production deployment and monitoring
- Model versioning
- Deployment automation
- Performance monitoring
- Drift detection
4
Operations
Continuous monitoring and improvement
- Model retraining
- Performance optimization
- Resource scaling
- Incident response
Technology Stack
Machine Learning
TensorFlow
PyTorch
scikit-learn
XGBoost
Generative AI
LangChain
OpenAI
Hugging Face
Vector DBs
MLOps
MLflow
Kubeflow
Airflow
Prometheus
Infrastructure
Kubernetes
Docker
GPU clusters
Cloud ML