COVID-19 Prediction

Python, scikit-learn, Matplotlib, pandas, NumPy, AI, SVM, Poly

We designed a real time solution by using various Data Science and Machine Learning algorithms, which are applied to datasets to predict the results. We are able to forecast COVID-19 cases after N days for different geographical areas and the impact of diverse variables on the number of cases. We achieved very accurate metrics results with minimum errors as shown in below.

• MAE: 5391
• MSE: 51563579
• EVS: 0.994647205666977
• R2S: 0.987914679921763
• max_error: 11574

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Cloud Migration

AWS CloudFormation, Lambda, Cognito, RDS, Node.js, React, OAuth, Postman

We have migrated on-premises retail business applications to AWS cloud. We are able to reduce the operating cost by 38% and improve the performance by two folds.

• Application Up Time: 99.99%
• Infrastructure: AWS Auto Scaling
• BCP: Deployed Across 3 Regions

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Chem Informatics

MongoDB, PubChem, SDF, Python, JSON, RDKit, ChEMBL

We have developed solutions to extract Chemical data from various online Chemical Repositories and store them based up on molecule's IUPAC name and bond structure. The data pipeline is integrated with NoSQL database to create local repositories for Chemical Informatics. We have also provided solution to visualise insight of the Compound Structure.

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Workflow

Airflow, Python, YAML, DAG, AWS, MySQL, ETL, ML

We have developed solution to continuously integrate live stream of sensor's captured data to identify the useful objects. Further, these objects are used in classification and identification of business entities using various Machine Learning Algorithms. By identifying frequent datasets and applying Association Rules (Apriori Algorithm), we are able to predict the strategy to boost the sales.

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Database Design

Oracle 12c, SQL Developer, PL/SQL, AWS, Supply Chain, Crystal Reports

We have developed robust and high performance database designs for RDBMS. We helped clients to boost their database performance by more than 150% on reports and slow running queries using different performance techniques. We also provided solutions to migrate databases from on-premise servers to cloud.

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Point of Sale

C#.NET 4.5, MVC, JavaScript, SQL Server, ASP.NET, IIS

We have developed Point of Sale (POS) application for retail industry which helped the clients to smoothen their checkout process at sales counter. We can deploy it's web app version on the cloud to manage application centrally and to use it on any browser from any store.

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