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Machine Learning, Trading Application, APIs, Crypto and Much more

Increase productivity and profitability across your firm, using our
cutting edge software development services

Bond price prediction using AI

Bond price prediction using AI

  • Used multi-dimensional input variables
  • Using k-nearest neighbour and support vector regression
  • DIstribute automated IOIs to clients
  • Shift ~20% of trading on auto-pilot
  • Continous model training
  • Github Link - github.com/Pirimid/bond-price-prediction
Powerful TCA & Data Visualization with R & Shiny

Powerful TCA & Data Visualization with R & Shiny

  • Transaction Cost Analysis Insights
  • Visualize Price Movements, Spreads, Volume
  • Analyze Trade/Execution Quality and Performance of Algos
  • Powerful features of R & Shiny Reports
  • Github link
  • Prototype In Action
Categorization Engine

Categorization Engine

  • Credit Card Transactions Categorization
  • Multiple AI/ML Models working simultaneously to predict categories
  • Natural language understanding with BERT model
  • Daily, Monthly and Yearly expense categorization
  • Trained on UK & India(limited) data
  • Try Demo
Banking Chatbot

Banking Chatbot

  • Banking Chatbot
  • Intents, parameters, and entities using Dialogflow's NLP
  • Python API & MySQL DB
  • Easy integration with Slack, FB Messenger etc.
  • Github link
Trader Pattern Detection AI Model

Trader Pattern Detection AI Model

  • BOT Trading Pattern Detection AI Model
  • Classify Transactions (buy, sell, hold)
  • Feature engineering with tick, transaction & positions data
  • Data analysis and visualization of automated traders
  • Training LSTM and XGBoost Models
  • Detailed Research Report
Real-time web based trading application

Real-time web based trading application

  • Real-time web based trading application
  • Websocket steaming data
  • Trading tickets
  • Blotters for active orders and trades
  • News feed
  • Github link
  • Prototype In Action
Fix Integrations

Fix Integrations

  • FX Market Data FIX API - Full Refresh, Incremental Refresh
  • FX Market Data FIX API - Spot, Forward, NDFs
  • FX Trading FIX API - Send Orders and Receive Executions
  • FIX Gateway Customization and Integration
  • Github link
Risk Management System

Risk Management System

  • Monitoring across Portfolios, Strategies, Accounts
  • Positions, Realized & Unrealized P&L
  • Grouping, Exposure
  • Websocket server using Socket.io, Node and Express
  • Github link
  • RMS Prototype In Action
Credit Risk Models With AI

Credit Risk Models With AI

  • Uses various loans datasets from Kaggle
  • Exploratory Analysis with application data, credit score, credit card balances, installments etc.
  • Built logistic regression model and neural network
  • Github link
Credit Card Fraud/Fees Detection with AI

Credit Card Fraud/Fees Detection with AI

  • Logistic Regression, SVM, Decision Tree Classifier, K-Neighbour algorithm
  • Global Profiling
  • Collaborative Profiling
  • Github link
  • Article Link