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Machine Learning, Trading Application, APIs, Crypto and Much more
Pirimid Fintech
> Our Work
Increase productivity and profitability across your firm, using our
cutting edge software development services
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Credit Card Fraud/Fees Detection with AI
Logistic Regression, SVM, Decision Tree Classifier, K-Neighbour algorithm
Global Profiling
Collaborative Profiling
Github link
Article Link
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