Our Work

Representative implementations across fintech, AI, and enterprise digital transformation. Results are illustrative and will vary by engagement.

Auto Arbitrage & Trading Strategy

Representative Hedge Fund Client

Auto Arbitrage & Trading Strategy

Migrated quantitative strategies from MetaTrader 4 to Python using the Interactive Brokers SDK, then layered in ML-based signal pipelines to improve model-driven decisioning.

Key Outcomes

  • Observed up to 50% faster trade execution in testing
  • ML-based signal filtering
  • End-to-end automated order lifecycle
PythonInteractive BrokersML SignalsQuant Trading
Automated Crypto Arbitrage

Representative Crypto Trading Desk

Automated Crypto Arbitrage

Deployed event-driven arbitrage bots across Binance and Bybit APIs, capturing funding-rate and futures-spot discrepancies with production-grade tracing and state management.

Key Outcomes

  • 24/7 automated opportunity monitoring
  • Sub-second execution loops
  • Granular tracing for audit reliability
Binance APIBybit APIAsync PythonEvent-Driven
AI Agent Workflows for Operations

Representative Financial Services Enterprise

AI Agent Workflows for Operations

Designed and shipped LLM agent workflows on Vertex AI / Gemini for KYC review, document summarization, and trade reconciliation — complete with prompt pipelines and evaluation harnesses.

Key Outcomes

  • Up to ~60% reduction in manual processing time in documented engagement
  • Token/sec and cost-per-request optimization
  • Production-ready RAG and compliance Q&A assistance
Vertex AIGeminiLangGraphRAG
Multi-Agent Bespoke Solution

Representative Enterprise SaaS Client

Multi-Agent Bespoke Solution

Built a multi-agent system using LangGraph, CrewAI, and Google's ADK, applying ReAct, self-reflection, and hierarchical delegation to automate a complex enterprise workflow.

Key Outcomes

  • Bespoke agentic architecture
  • ReAct and self-reflection patterns
  • Seamless integration with legacy systems
LangGraphCrewAIADKMulti-Agent
Insurance Comparison Platform

Representative Insurance Aggregator

Insurance Comparison Platform

Developed a platform that aggregates and compares insurance products, delivering personalized recommendations through API integrations and data visualization.

Key Outcomes

  • Unified multi-provider catalog
  • Personalized recommendation engine
  • Responsive Vue.js frontend
Vue.jsAPI IntegrationData Visualization
Data Scraping & Processing System

Representative Data-Intensive Startup

Data Scraping & Processing System

Built a custom web scraping system that collects, processes, and analyzes data from multiple sources — feeding dashboards and machine learning models.

Key Outcomes

  • Multi-source automated collection
  • Scalable processing pipeline
  • Actionable analytics output
PythonScrapyData Processing

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Whether you have a fully-formed concept or a rough idea, our team can help you build intelligent, production-ready digital products.