Our Technology Stack
We leverage best-in-class tools and frameworks to build reliable, scalable AI solutions. Explore our technology expertise across the full ML lifecycle.
ML Frameworks
Industry-leading machine learning and deep learning frameworks for building powerful AI models.
PyTorch
ExpertOur primary framework for deep learning, research, and production models.
TensorFlow
ExpertEnterprise-grade framework for large-scale ML systems.
scikit-learn
ExpertGo-to library for classical ML algorithms and preprocessing.
XGBoost
ExpertOptimized gradient boosting for tabular data and competitions.
LightGBM
AdvancedFast, distributed gradient boosting for large datasets.
JAX
AdvancedHigh-performance ML research and numerical computing.
NLP & LLMs
Natural language processing and large language model technologies for text understanding and generation.
Hugging Face
ExpertTransformers library and model hub for state-of-the-art NLP.
OpenAI API
ExpertGPT models for text generation and embeddings.
LangChain
ExpertFramework for building LLM-powered applications.
spaCy
ExpertIndustrial-strength NLP for production systems.
Anthropic Claude
AdvancedAdvanced reasoning and analysis capabilities.
LlamaIndex
AdvancedData framework for LLM applications.
Computer Vision
Image and video analysis tools for object detection, classification, and visual understanding.
OpenCV
ExpertComprehensive library for real-time computer vision.
YOLO
ExpertReal-time object detection at blazing speeds.
Detectron2
AdvancedFacebook AI's object detection and segmentation.
torchvision
ExpertPyTorch computer vision utilities and pretrained models.
Albumentations
ExpertFast image augmentation library.
Segment Anything
AdvancedZero-shot image segmentation.
Data Engineering
Tools for building robust data pipelines and managing data at scale.
Apache Spark
ExpertDistributed data processing for big data workloads.
Apache Airflow
ExpertWorkflow orchestration and scheduling.
dbt
ExpertTransform data in your warehouse with software engineering practices.
Apache Kafka
AdvancedDistributed event streaming platform.
Dagster
AdvancedModern data orchestration with software-defined assets.
Great Expectations
AdvancedData quality and validation framework.
Data Storage
Modern data warehouse and lake solutions for storing and querying data.
Snowflake
ExpertCloud data warehouse with separation of storage and compute.
BigQuery
ExpertGoogle's serverless, highly scalable data warehouse.
Databricks
ExpertUnified analytics platform built on Apache Spark.
PostgreSQL
ExpertPowerful, open-source relational database.
Delta Lake
AdvancedACID transactions on data lakes.
Pinecone
AdvancedVector database for ML applications.
MLOps
Tools for deploying, monitoring, and managing ML models in production.
MLflow
ExpertOpen-source platform for ML lifecycle management.
Weights & Biases
ExpertExperiment tracking and model visualization.
Kubeflow
AdvancedML toolkit for Kubernetes.
Seldon Core
AdvancedML deployment on Kubernetes.
DVC
ExpertVersion control for data and models.
BentoML
AdvancedFramework for ML model serving.
Cloud & Infrastructure
Cloud platforms and infrastructure tools for scalable AI systems.
AWS
ExpertComprehensive cloud services including SageMaker, EC2, S3.
Google Cloud
ExpertVertex AI, Cloud Run, GKE, and more.
Azure
AdvancedAzure ML, AKS, and enterprise integrations.
Kubernetes
ExpertContainer orchestration for scalable deployments.
Docker
ExpertContainerization for reproducible environments.
Terraform
ExpertInfrastructure as code for cloud resources.
Monitoring & Observability
Tools for monitoring model performance and system health.
Prometheus
ExpertMetrics collection and alerting.
Grafana
ExpertVisualization and dashboards.
Evidently
AdvancedML model monitoring and data drift detection.
Datadog
AdvancedFull-stack observability platform.
Sentry
ExpertError tracking and performance monitoring.
Whylogs
AdvancedData logging and monitoring.
Why Our Tech Stack Matters
Right Tool for the Job
We don't force-fit technologies. We select the optimal tools for your specific use case, constraints, and existing infrastructure.
Production-Ready
Every technology in our stack has been battle-tested in production environments. We know the gotchas and best practices.
Scalable by Design
Our stack scales from proof-of-concept to enterprise workloads. Build once, grow infinitely.
Secure & Compliant
We implement security best practices and support compliance requirements across all technologies.
Want to Learn More?
Let's discuss how our technology expertise can accelerate your AI initiatives.
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