AI Product Engineering
Every great AI product starts with understanding the user problem. We help you define and validate use-cases, architect scalable infrastructure, and ship features powered by state-of-the-art machine learning and LLMs.
Our workflow spans from data ingestion, model selection, and finetuning, to UI/UX, API deployment, and observability—ensuring a seamless transition from prototype to product.
- Custom GPT/LLM App Development
- Vector Database & Embedding Pipelines
- Finetuning & Retrieval-Augmented Generation (RAG)
- Full-Stack AI Dashboard & SaaS Platforms
- Open-source LLM Deployments (LLaMA, Mistral, Claude)
Our team blends engineering excellence with deep AI research knowledge, allowing you to go to market faster, with smarter, more impactful products.
From signal generation to execution algorithms, our trading automation frameworks are built for performance, latency sensitivity, and compliance.
- Low-latency Execution Algorithms
- Market Signal Detection
- Risk Management Protocols
- Integration with MetaTrader, IB, Binance, Alpaca
- Web-based Admin Dashboards
Build fast, scalable, and fault-tolerant data systems. Whether it's cloud-based, local, or hybrid—we set up the pipelines, streaming services, and data lakes that power your analytics and AI engines.
- ETL/ELT Pipeline Architecture
- Real-time Stream Processing
- Data Lakes, Warehouses, and Caching
- MongoDB, Postgres, Redis, Kafka, Snowflake
- Multi-region Redundancy
Integrate machine learning models into your ecosystem. From GPT-based chatbots to multi-agent orchestration and real-time inference—we handle it all.
- Inference APIs & Finetuning Workflows
- Prompt Routing, Memory & Context Control
- Vector Search with Pinecone, Weaviate, Qdrant
- Secure LLM Gateway Integrations
- Hardware-aware Inference Optimization (GPU/TPU)
Maximize your platform’s responsiveness and throughput. We benchmark infrastructure from microservices to ML inference endpoints.
- Latency, Uptime & Memory Profiling
- Custom Benchmark Dashboards
- Stress Testing Tools (JMeter, Locust, K6)
- AI Workload Load Testing
- Comparative Model Evaluation
AI
Engineering
Ship AI-native products with performance, scalability, and intelligence baked in. LLMs, dashboards, and smart pipelines— engineered end-to-end.
Let’s Build
