Welcome to the Portfolio of Bony Simon

• Designed a scalable and cost-efficient architecture which can be incorporated into the existing system
without extensive modifications.
• Implemented advanced full-text search with Elasticsearch and Amazon AWS that would return the user with most relevant results.
• Developed an Extract Transform Load ( ETL ) pipeline which supports the data feed to search.
• Developed crawlers for scraping the content of interest from multiple websites and ensures the integrity of data.
• Developed language translation scripts using Google Translate API to translate non-english languages to English. 

• Developed a data pipeline to load real-time stream data generated by classification engine into Google Big Query from Kafka .
• Developed real-time data processing pipeline and analysis system for customer traffic analysis and anomaly detection.
• Developed data pipeline for loading data into elasticsearch from Google Big query and implemented visualization using Kibana.
• Developed web log to MongoDB pipeline and analytics system for offline anomaly detection.
• Incorporating fraud, spam detection use-cases like Carding Fraud, Purchase Fraud, Publisher Fraud, Affiliate Fraud, Ad Fraud into the classification engine and enhancing engine efficiency.
• Create value proposition, KPI and Insight reports as per customer requirement and support Marketing team in creating data-driven Marketing Collaterals.
• Validate Bot detection Engine Efficiency by conducting False Positive and False Negative Analysis.
• Identify complex bot patterns by applying Data mining, machine learning, and statistical techniques.
• Deploy the developed modules on cloud platforms like Google Cloud, Amazon AWS and monitor the system status.

• Perform data analysis to obtain creative inputs for developing and producing of Marketing collateral.
• Explore and execute opportunities to enhance product offerings given to Customer already on-board
• Analyse and Study pain points of potential Customers in various sectors and the impact of malicious bots on their business.
• Performed web scraping on various property portals to analyse the scraping vulnerabilitys, design pitfalls and prepared a report which was used for marking.