AWS-Native Data Platforms • Built Fast, Built Right
Tiber Solutions From messy data to decisions you can trust.
AWS-native data and AI: Bedrock LLM apps, SageMaker ML pipelines, streaming, and warehouse foundations
Built secure, scalable, and production-ready
Our AWS Partnership
We design and operate data platforms natively on AWS, aligning to the Well-Architected Framework across security, reliability, performance efficiency, cost optimization, and operational excellence.
Technologies We Leverage
We build secure, scalable AWS data and AI platforms with the stack below.
AWS Data Platform Applications
Case Study: Pfizer — Global TBE Risk Tracker
We built an interactive risk assessment tool that helps healthcare providers advise patients and travelers on region-specific Tick-Borne Encephalitis (TBE) risk. The solution processes large, heterogeneous datasets and surfaces model-driven insights via a performant, map-based web UI on Pfizer’s platform.
- Processed global TBE case data plus environmental variables across multiple studies.
- Trained and evaluated ML models to quantify changing risk and environmental suitability.
- Delivered an interactive tool to support HCP counseling for patients and travelers.
- Python data engineering & ML (Pandas/NumPy/scikit-learn; geospatial processing)
- Amazon S3 as canonical data lake with partitioned parquet layers
- AWS Glue ETL for scheduled ingestion and normalization
- Athena / Redshift for ad-hoc analytics and feature aggregation
- Lambda + Step Functions for orchestration and model scoring
- API layer (FastAPI/Flask behind API Gateway) for serving model outputs
- Front-end map visualization integrated within Pfizer’s platform
Public demo link: interactive.digitalpfizer.com/tbe-risk-tracker-tool
Case Study: Metron Aviation — High-Volume Flight Data Streaming
We engineered a scalable pipeline processing over 50 million flight data messages per day, transforming aviation telemetry into analytics-ready datasets for both real-time insights and large-scale historical analysis.
- Kinesis Streams for high-throughput ingestion; Firehose delivery into S3.
- Automated XML→JSON conversion and partitioned storage for query efficiency.
- dbt modeling in Redshift to curate datasets for internal and partner access.
- Event filtering/enrichment with Lambda and Apache Flink for real-time analytics.
- Legacy subscriber integration via ActiveMQ to preserve downstream compatibility.
- Kinesis Streams & Firehose • S3 data lake • Redshift + dbt
- Lambda • Apache Flink • Terraform • ECS Fargate
- Operational dashboards, alerting, and SLAs
Core Services
Reusable blueprints + senior hands-on builders. We meet you where you are and move fast.
Design and build scalable analytics platforms on AWS with cost control and governance baked in.
- Lakehouse on S3 • Glue • Athena
- Redshift & Snowflake modeling
- dbt, orchestration, CI/CD
Reliable pipelines and MLOps-ready foundations using AWS Glue, EMR, Lambda, and Step Functions.
- Streaming & batch ingestion
- Quality, lineage, observability
- Event-driven architectures
Security-first design with AWS IAM and Lake Formation aligned to your compliance needs.
- Row/column-level controls
- Encryption & key management (KMS)
- Auditability & data cataloging
Actionable dashboards your leaders trust—QuickSight, Power BI, Tableau, and embedded analytics.
- KPI design & semantic layers
- Data products for business
- Performance optimization
Why Teams Choose Tiber
Senior engineers who architect, build, and deliver real production systems.
IaC blueprints, data model templates, and orchestration frameworks that jump-start delivery.
Move fast without cutting corners—testing, governance, and automation built-in.
Encrypted, access-controlled, and compliant from day one on AWS.
Our Delivery Framework
Define outcomes, assess current-state and constraints, establish success metrics and roadmap.
Stand up accounts, IaC, IAM, networking, and data zones aligned to Well-Architected.
Build ingestion, transformations (dbt), tests, and semantic layers with observability.
Dashboards, docs, and playbooks; handoff with training and office hours.
Trusted by teams across healthcare, government, defense, and finance.
Get in Touch
Interested in working together or learning more about our AWS data and AI capabilities? Reach out — we’d love to connect.