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
- 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
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
- 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
- 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
- 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
- Websocket steaming data
- Trading tickets
- Blotters for active orders and trades
- News feed
- Github link
- Prototype In Action
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
- 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
- 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
- Logistic Regression, SVM, Decision Tree Classifier, K-Neighbour algorithm
- Global Profiling
- Collaborative Profiling
- Github link
- Article Link