Mishal Shah Email and Phone Number

Build parts of RAG system (Generative AI) at Meta AI.

-> Design and build backend On-demand framework around big data processing system and developed collection move/rename orchestration, which supports the bulk move/delete process and onboarded Microsoft Customers.-> Redesign the architecture of Path pattern rule update that reduces the job runs and saves the customer costs.-> Optimize the spark jobs using spark graphframes to increase the throughput that helps support more customers.-> Engineering Excellence: - Built a part of monitoring and metrics system for each orchestration which helps identifying the live sites issues and resulted in the drop of higher sev incidents, saving the internal costs. - Enabled Batch processing platform for Sovereign clouds, which on-boarded 300+ customers.

• Design and build the architecture of Voice Identification for a customer support and develop ML pipeline using Spark, Kinesis and Pytorch• Build ETL pipeline for Product Prediction using Clickstream on Kafka, Timeseries DB, Redis, Spark and MySQL.• Deploy applications on AWS (Lambada, Kinesis, RDS, EMR, Sagemaker) docker and Kubernetes based Argo AI.

Design and development of backend microservices to provide ML and other data science tool as a serviceWorked on training, prediction and Evaluations of ML models using various ML library frameworks like Scikitlearn, XGboost, Keras on Tensorflow and Spark, PMMLBuilt libraries on Spark and Python; wrote templates to run on distributed spark running on HDFS and HiveDeployed Web applications in Container-based system using docker and kubernetes.Tech Stack: Python, Scala, R, docker, kubernetes, cloudant, Java, redis, flask, Maven

Designed and developed web application & CLI components of Guardium product.Responsible for a full stack web application development: 1. Back End [RESTful APIs, Databases (relational & NoSQL), Amazon AWS services]; 2. Front End (Javascript, HTML, CSS, JSP); 3. Command Line Interface (Java)Tech Stack: Java, Javascript, Amazon AWS, RESTful APIs, MySQL, Apache Torque, Python, syslog-ng, svn, gitlab, etc.

1. Developed web application components of Guardium product.2. Fixed existing bugs and customer escalations meanwhile learning architecture and protocols of the product3. Built shell scripts and python scripts to automate repetitive complex tasks and make it easy for other developers to work.

Responsible for Design, building and administering Unix based Production Environment (Servers as well as clients)Built Shell Scripts and Python automation scripts for monitoring and long term trouble shootingExperience working/building servers like DHCP, NFS, LDAP, SNMP, DNS, SMTP, etc.