Core Technical Expertise
We bridge the gap between academic AI research and resilient enterprise software production. Explore our specialized technical disciplines.
Generative AI & LLM Fine-Tuning
Custom RAG architectures, LLaMA / Mistral fine-tuning via LoRA/QLoRA, semantic vector retrieval using Pinecone, Qdrant, and Milvus, plus guardrail enforcement via NeMo.
- Sub-second vector retrieval latency
- Private VPC model deployments (AWS / GCP / Azure)
- Hallucination prevention & fact grounding
Cloud Data Engineering & Streaming
Petabyte-scale Snowflake, BigQuery, and Databricks data lakehouses. Real-time event streaming powered by Apache Kafka, Spark Streaming, and dbt analytics engineering.
- Zero-data-loss streaming pipelines
- Automated data quality & anomaly alerts
- Multi-region replication & cost governance
MLOps & Continuous Telemetry
End-to-end model lifecycle automation with Kubeflow, MLflow, AWS SageMaker, and Feast Feature Store. Automated retraining triggers and statistical drift detection.
- Kolmogorov-Smirnov feature drift monitoring
- Canary & Blue/Green model deployment
- Model lineage & compliance audit logs
Computer Vision & Edge Processing
High-speed visual defect detection, YOLOv8 object recognition, TensorRT optimization for edge devices (NVIDIA Jetson), and real-time video analytics.
- Edge AI deployment under 15ms per frame
- Industrial automation quality control
- Thermal & multi-spectral imaging pipelines
Custom Cloud Software Engineering
Microservices architecture built with Python (FastAPI/Django), Go, Node.js, and React. Kubernetes orchestration on AWS EKS, GCP GKE, and Azure AKS.
- Auto-scaling microservices with gRPC
- SOC2 & ISO27001 compliant cloud setups
- High-concurrency GraphQL / REST APIs
Enterprise Security & GDPR Compliance
Data anonymization pipelines, end-to-end encryption at rest (KMS), role-based access control (RBAC), and strict GDPR compliance for European enterprises.
- Automated PII scrubbing prior to model training
- Zero-trust API gateway authorization
- Comprehensive audit trails & data lineage
Technology Stack We Engineer With
PyTorch, TensorFlow, LangChain, LlamaIndex, Hugging Face, OpenCV
AWS, Google Cloud Platform, Microsoft Azure, Snowflake, Databricks
Apache Kafka, Spark, dbt, PostgreSQL, Redis, MongoDB, BigQuery
Docker, Kubernetes, Terraform, GitHub Actions, MLflow, Kubeflow