Meena Vyas Email & Phone Number

Bengaluru, Ka, In

India

Working on Deep learning CNN, LSTM, transformer models on mobile for classifying clean and malicious android packages (apks). Used mlflow and tensorflow lite to deploy the model in android environment.

Key contributor to Cyberdyne Ventures, a group of elite security and machine learning engineers from the research community. As a principal ML researcher on the DUNE (development of novel unseen events) project, developed a series of Jupyter notebooks for cloud threat hunting and detection. The project was shown at the 2024 RSA conference session “Catch Me if You Can: Hunting Cloud Exfiltration Using Anomaly Detection.”

Bengaluru, Karnataka, India

Key member of the machine learning team at a cloud security startup. ● Designed and developed a machine learning feature for threat hunting and detection in Kubernetes environments using various pyod clustering mechanisms for ensemble based anomaly detection.● Designed and developed a machine learning model for Windows malware threat hunting and detection.● Designed and implemented Ask Uptycs, a natural language based user interface, for simplified user experience and increased customer success. ● Collaborated on an asset cataloging and classification system for anomaly and drift detection in large-scale fleets of compute workloads. Created clusters using K-MEANS and DBSCAN algorithms. Used multi-class classification for new incoming data. Implemented techniques such as Random Forest, Logistic Regression, XGBoost and Decision Trees.● Contributed to cloud attack graph features using Golang and Node.js for User Identity UI in order to plot relationships and business risks, between IAM roles, groups, and users.

Bengaluru Area, India

Key contributor to a user behavior analytics (UEBA) security product. Implemented detection of anomalies in online real time streaming mode using machine learning models. Collaborated on a storage scan product using Kubernetes and Azure storage grid.Active core committee member of AWON(Amazing Women Of Netskope) group organized tech talks.

Bangalore Area, India

● Collaborated on the Oracle Management Console product, creating features for collecting and monitoring metrics from different cloud components such as Istio, Kubernetes, Memcached and Hadoop to be fed into an analytics engine for monitoring the Oracle cloud. ● Contributed to Oracle's internal security library NZ which was a wrapper over RSA and OpenSSL security libraries. ● Contributed to Oracle Traffic Director, a layer 7 software load balancer. Developed product modules such as performance, multi-tenancy support, application-layer protocol negotiation (ALPN), and server named indication (SNI). ● Contributed to performance, security, core and WebDAV modules of Oracle iPlanet Web Server involving cross platform multi-threaded server software development. Contributed to web application firewall features. Contributed to support for PKIX APIs (RFC 3280), denial of service attack, HTTP Compression, LDAP password expiration check, DTrace probes, and the WebDAV Access Control System. Made performance improvements such as binary logging and replacement of gcc and sun studio compilers.

Bengaluru, Karnataka, India

Designed and developed features in iPlanet Web Server, Calendar Server and Address Book Server.

Reston Virgina

Worked on Global Trouble Ticket project to provide robust, inter and intra regional server-to-server messaging. Responsible for software design and development, doing server side programming using JAVA/CORBA.

Certificate In Business Analytics And Intelligence (Batch 7), Business Analytics And Intelligence

Bachelor Of Engineering - Be