working on developing robust replication and recovery solutions

• Enhanced Smartsync Replication engine by building backend and REST APIs for supporting selective replication• Added unit and dev tests for validating L0 replication cycle consisting of over 48 combinations between general anddistributed shares and L1 cycles for ZFS snapshot diffs• Integrated Go-spiffe library with gRPC functionality to implement mTLS and validated encryption using tcpdump• Worked on backend of Files-Analytics to detect anomalies using an auto-encoder model trained on data from audit trails

Teaching assistant for course ISE339 - Benevolent Computing under Prof. Anthony Scarlatos

Teaching assistant for course CSE214 - Data Structures under Prof. Ahmad Esmaili

• Increased code coverage by adding unit, functional tests and features using Java and Python to validate datafunctionalities using a continuous integration cycle.• Developed PL/SQL automated tests for vault and pooldisk management, reducing diff percentage to <0.5%• Enhanced test automation for cloud services like Automatic Storage Management by collaborating with the dev team• Automated the flow for Real Hardware Upgrade using python and bash

- Worked on the issues of Field Mapping and Product Classification aimed at reducing the cost and time of External Data Migration and increasing Duty Compliance on International Products- Leveraged Natural Language Processing techniques like Data Exploration, Tokenization, Lemmatization and Jaccard Similarity to classify products into UNSPSC Global Taxonomy consisting of more than 65000 categories- Achieved 86% accuracy upto class level and assigned confidence scores to top-3 mappings upto commodity level

- Implemented an 18-layer Convolutional Neural Network using methods like weight sharing, residual learning, batch normalization and regulators to improve the efficiency of the network, achieving an accuracy of 91.66% on the LFW dataset- Used Principal Component Analysis on the data and trained a Neural Network to compare it with the Deep Anchored architecture