AI Analytics & Portfolio Management AI Forecasting

EZAPPSOLUTION

• AI Analytics & Portfolio Management

  AI Forecasting

FinTech Firm required Potfolio Re-balancing automation based on Artificial Intelligence. Firm had tried in the past Solutions based on Quantitative Trading but it was not fullfilling the Business Intelligence required to drive the automation of the Portfolio Optimization. Ezapp Solution developed the complete suite of Portfolio Optimization involving AI Recommender System to allow Traders to Buy/Sell/Hold trades and automatically balance the Portfolio based on Market riks, Liquidity risk and Credit risk.

~ EZAPPSOLUTION

Machine Learning for Trading

Singapore

FinTech

24 Months

Tech Stack Used

Tensorflow

Keras

Docker

Elastic Search

Git

Python

AWS

AWS S3

Artifical Intelligence / Machine Learning

Tech Stack Used:

Python

MongoDB

Amazon RDS

Python Django

Docker

Tensorflow

Prometheus -->

Results

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Optimized the Portolfio Management

• Significantly increased the Revenue using Machine Learning

• Reduced the Stop Loss using RNN Models.

Awards

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Business Challenges:

Stock prices are heavily influenced by economic events, company/Industry performance and market sentiments. Sentiments on Twitter and Social Paltform drive the Trading behavior. Negative the Sentiments, Traders short the Trade. Positve the Sentiments on earning forecast or Market expansion, Traders are Long on Positions. Financial Institution lacks the capability to determine in Real-time Sentiments on Thousand of Trades.

Solution:

Ezapp has delivered Sentiment Analyzer platform to allow Trades to make Trading decisions. Tool comes with Heat Map that shows Trades that are likely to be impacted on pricing Volatility Vs Trades which are likely to Yield higher Returns. Ezapp Sentiment Analyzer tool allows trades to Optimize the Holdings Positions and Maximize Profits through Sentiment Analysis. We use Deep learning models using Tensorflow to determine the indicative information on Stocks for Buys/Sells/Hold Strategies.

Ezapp built the AI Models:

• Build Machine Learning Models to analyze the Market Indicators

• Build Machine Learning Models for Capital Asset Pricing

• Build Deep Learning Models for Buy/Sell/Hold Strategies using Tensorflow

• Build Sentiment Analysis using Auto Encoders and Recommender System for Trading activities

Results :

• Sentiment Analysis allowed Firm to evaluate Trading signals and perform Trading based on the AI Recommender system.

• Increased the Revenue Sales leveraging Re-Inforcement Learning models.

• Optimized the Trade Portfolios dynamically based on the Market Indicators.

• Increased the Revenue and Optimized the Stop Loss using Deep Learning Models using Tensorflow.

• Automated the Queries for Trading by delivering the AI BoT Solution.

Velotio’s team very easy to work with. They displayed strong understanding of the problem and had an existing set of design patterns that could be applied immediately. That helped reduce the project turn around time significantly.

VP, Engineering

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Our Services In

Web Development

Your website is the most important component of your company’s marketing plan.Our in-house, award-winning web and graphic designers recognize the fact that usability, functionality, and visualization are the three important factors of an application interface or website.

Mac Repair

Our Mac repair service offers high-quality repairs and advice: without the premium price.

Data Backup & Recovery

We can help you back up your important personal data (photos, videos, documents, school work, etc.) to disk and cloud with no hassles.

Network / Servers

Our technicians can set up a secure wireless network in your home that will allow you to share everything between as many computers

Malware and Virus Removal

Through years of experience we can remove the infestation without destroying your data.

Laptop Repair

Laptop gone down? Don’t worry! Our qualified, friendly laptop repair technicians will bring it back to life.

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About EzappSolution

EzappSolution is onshore and offshore product development partner for mission-driven technology startups across the globe. We combine business expertise and cutting-edge technology to drive success for our customers and help them win in their chosen markets.

Meet Our Happy Customers

We found most powerful AI driven solution deliverd by EzappSolution to help us grow in the marketplace and sustain the market shifts.

Artificial Intelligence is one of the sophisticated field where experts can help orgnization analyze the Unlabelled data in to intelligence and produce a model that can allow firm to Utilize the underserved resources. Ezapp Solution built the entire AI Solution for our firm to solve complex financial problems.

EzappSolution has experts in Artificial Intelligence, Big Data, Virtual Realty and App development to deliver the powerful combination of technology and SMEs. Best talent at low ball park is hard to achieve yet it is possible with Ezapp.

development company

350+

projects delivered remotely

80%

22+

employee turnover rate

9.8/10

customer satisfaction score

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