Ravi P. Email & Phone Number

Singapore

Singapore

Singapore

Tech lead Project: Designing, architecting and implementing an end to end Anti money laundering (AML) solution for a major FSI client Tech Stack: Apache Spark, PySpark, Graph algorithms, GraphX, GraphFrame, Custom library built to handle and traverse large graphs in a distributed way, Hadoop, Hive, Impala, Cloudera tools, CDSWLanguage: PythonOther technology stack: AWS( EMR, EMR notebooks, EC2, Lambda), Jupyter NotebooksSpecial accomplishments: Author of custom graph library to perform single source shortest path, and other graph traversal based algorithms on large clusters in the graph using Map Reduce. Faster than available libraries. This allowed the AML system to achieve unprecedented scalability without the need for a proportional increase in hardware resulting in significant financial savings. Additionally this also allowed the system to pinpoint and monitor risky individuals multiple degrees of separation away in extremely large clusters – individuals who would have otherwise evaded scrutinyProject: Designing and building the ETL pipelines for the national payments network for Malaysia - PayNetProcesses over 20 million e-payment transactions dailyhttps://aws.amazon.com/solutions/case-studies/paynet/Project: MLOps at Trust Bank Designing and building the MLOps platform for the world's fastest growing digital bankhttps://aws.amazon.com/solutions/case-studies/trust-bank-case-study/https://www.linkedin.com/posts/sourced-group_trustbank-sourcedgroup-amdocs-activity-7190914612735705088-gP_u?utm_source=share&utm_medium=member_desktop

Singapore

Technical lead for Second SightArchitecting the platform on the cloud, working on front end, backend and databasesUsers: Big OilThe platform is also architected for offline rich experience using service workers and indexed db to offer best in class performance for users on offshore oil rigs facing poor satellite connections with high latency and low bandwidthAzure (Event Grid, Storage, Functions, Active Directory, App Service), Java, Spring, Angular, Postgres. Git for version control. Service worker, Indexed DB. AWS (EC2, S3, Lambda, RDS, Cloudfront, Cloudformation, DynamoDB, Cognito, Route 53)Special accomplishments: Author of custom graph library in JS to implement eugene meyer algorithm for visual diff of HTML based documents.

Singapore

LISAA prototype AI App using classic NLP techniques and a complex neural network to quickly help marketing and sales retrieve latest info on our clients through voice.Automated technical review of ISO Audits using MLFully automated technical review of ISO Audits, saving the company tens of thousands of man hours every year. Automatically assess large audit document against ISO standards and flag concerns and code violations. Standing at the time at an accuracy higher than a human reviewer.Industrial optimizations using Data science.Client: A Major Japanese chemical corporationHelped them identify the key areas that were leading to defects in their products. The takeaways helped the board save millions of USD annually in production at their plants in SE Asia.

Singapore

Reported directly to the VP of Operations in identifying new technical areas of Machine learning research and its impact on the business. Converting potential threats into opportunities that could start a new revenue stream for the existing business by creating quick prototypes from scratch with cloud ML architecture and an android/ios front endFull scale development of Android and iOS applications with an AWS & google cloud backend and anSQL and PostgreSQL database architecture including UI and UX design, front end code, server codeDevelop quick prototypes using Machine Learning algorithms, specifically Convolutional Neural Networks and all the major NLP techniques such as speech tagging, Chunking, Text Classification, sentiment analysis, Naïve Bayes etc. to generate and manipulate data to run through more complex RNN’s

Mumbai, Maharashtra, India

Graduate engineering program in India and the U.K

Dubai, United Arab Emirates

Bachelor Of Engineering (Be)

Activities and Societies: President of Student Council

Education record