Freyam M.

Freyam M. Email and Phone Number

AI and ML Security Engineer (Founding Engineer) @ Realm Labs
London, GB
Freyam M.'s Location
San Francisco Bay Area, United States
Freyam M.'s Contact Details

Freyam M. work email

Freyam M. personal email

n/a
About Freyam M.

My name is Freyam Mehta, and I hold a B.Tech. (Hons.) in Computer Science and Engineering from IIIT Hyderabad, specializing in AI/ML and Security. I am passionate about leveraging technology to make a meaningful impact and am grateful for the opportunities I've had to lead technical teams across various industries and research domains.My career spans AI/ML security, cloud security, and technical product management. I have been fortunate to enhance security frameworks, optimize disaster recovery processes, and streamline operational workflows. Currently, as a Founding AI/ML Security Engineer at Realm (Stealth), I have contributed to scaling our efforts from prototype to General Availability (GA), securing our first enterprise customers, and improving security through innovative frameworks and models. My previous internships at Oracle, Pradical, and Temperate allowed me to design and implement solutions that improved security, operational efficiency, and user engagement.My research focuses on the ethical use of AI to drive positive societal outcomes. At AVID ML, I published work on embedding observability in the GenAI product lifecycle and developed BiasAware, a real-time framework for identifying security vulnerabilities and biases. My research at Precog examined COVID-19 vaccine distribution disparities, aiming to inform data-driven healthcare policies. I also actively contribute to open-source projects like Jenkins, Joomla, and Dask through the Google Summer of Code (GSoC) program.Leadership has been an essential part of my journey. At Pradical and Temperate, I led teams that worked on microservice architectures and custom dashboards, which significantly boosted user engagement and operational efficiency.Beyond technology, sports have been an integral part of my life. I have had the honor of leading and representing teams in cricket, basketball, volleyball, and swimming at both school and university levels. These experiences have instilled in me discipline, dedication, and a competitive spirit, which I carry into every professional challenge. I am committed to continuous learning and am always eager to collaborate and grow with others.

Freyam M.'s Current Company Details
Realm Labs

Realm Labs

View
AI and ML Security Engineer (Founding Engineer)
London, GB
Website:
realmlabs.ai
Employees:
5
Freyam M. Work Experience Details
  • Realm Labs
    Ai And Ml Security Engineer (Founding Engineer)
    Realm Labs
    London, Gb
  • Stealth Startup
    Ai/Ml Security Engineer
    Stealth Startup Sep 2023 - Present
    San Francisco Bay Area
    As a founding engineer, I focus on developing Authentication, Authorization, and Audit platforms that secure AI applications for enterprises. My work involves identifying and mitigating attack vectors and vulnerabilities, providing comprehensive protection in the rapidly evolving field of AI technology.
  • Ai Vulnerability Database
    Ai/Ml Security Researcher
    Ai Vulnerability Database Jan 2023 - May 2024
    Seattle, Washington, United States
    AVID ML: https://avidml.org/• Published ’Closing the Loop: Embedding Observability in the GenAI Product Lifecycle for Systematic Bias Mitigation,’ accepted at GenAICHI, ACM CHI 2024.• Created BiasAware, a framework for real-time identification of security vulnerabilities and biases in training datasets, improving model reliability and fairness through continuous monitoring and adaptive learning algorithms.• Built MLOps pipelines that integrate threat modelling and risk assessment, delivering real-time analysis to monitor system security.
  • Jenkins
    Devops Engineer And Mentor (Google Summer Of Code)
    Jenkins May 2023 - Sep 2023
    Jenkins: https://www.jenkins.io/• Attained a 40% reduction in build time, deployment cycles, and testing efforts by developing a plugin to optimise workflows.• Reduced communication overhead by 25% and improved issue resolution with real-time build status updates in GitLab.
  • Oracle
    Cloud Security Engineer
    Oracle May 2023 - Jul 2023
    Bengaluru, Karnataka, India
    Oracle Compute: https://www.oracle.com/in/cloud/compute/• Designed a disaster recovery and vulnerability remediation plan using Oracle Cloud Guard, reducing downtime by 70% and improving incident response times by 50% for critical cloud services.• Engineered a dynamic security sandbox for Oracle Compute environments, enabling real-time threat isolation and OS image scanning workflows without disrupting operational processes.• Worked on a risk prioritization framework using Oracle Security Zones and threat modeling, providing users with clear, data-driven insights for better decision-making.• Automated data retrieval processes for compute instances on Oracle Cloud Infrastructure (OCI), simplifying security assessments and improving operational workflows.
  • Precog @ Iiitd
    Data Science (Nlp) Researcher
    Precog @ Iiitd May 2022 - Dec 2022
    Hyderabad, Telangana, India
    Precog: https://precog.iiit.ac.in/• Conducted comprehensive NLP analysis on disparities in COVID-19 vaccine distribution, providing actionable insights for data-driven policy adjustments aimed at enhancing healthcare inclusivity and equity.
  • Joomla!
    Full Stack Engineer And Mentor (Google Summer Of Code)
    Joomla! May 2022 - Sep 2022
    Joomla!: https://www.joomla.org/• Reduced support ticket volume by over 30% by mentoring a team and implementing guided tours for frequently requested actions.
  • Pradical
    Technical Product Manager
    Pradical May 2022 - Aug 2022
    Hyderabad, Telangana, India
    • Directed a team of four in architecting and deploying microservice frameworks, optimizing latency and scalability for enterprise-level e-marketplaces.• Automated operational workflows for 100,000+ farm-to-form businesses by developing and deploying a centralized platform, Puhas Farms, streamlining resource allocation and supply chain management.• Accelerated yearly trades of over 2 million rupees by creating a contract-based auction space (INBEX).
  • Temperate Technologies
    Cloud Architect
    Temperate Technologies Jan 2022 - Apr 2022
    Hyderabad, Telangana, India
    Temperate: https://temperate.tech/• Optimized server performance to sub-50ms response times by engineering a hybrid cloud infrastructure with Kubernetes and Istio, enhancing data processing efficiency and service reliability.• Drove a 2000% QoQ growth in user base by expanding the product ecosystem with cross-platform dashboards.
  • Indian School Of Business
    Software Engineer
    Indian School Of Business Oct 2021 - Apr 2022
    Hyderabad, Telangana, India
    Forest Governance: https://forestgovernance.in/• Increased the participation of semi-literate forest landowners by over 300% by developing a gamified species classifier (SpecieFi).• Simplified the legal processes of the FRCs in over 700 Indian communities by spearheading a localised solution (RatiFi and FormiFi).• Enhanced data security with robust encryption and access controls, safeguarding sensitive information on community resources.
  • Google
    Project Developer (Cirq, Google Quantum Ai)
    Google Jan 2022 - Mar 2022
    Google Cirq: https://quantumai.google/cirq• Developed visualizations for Matrix Gates, enabling dynamic graphical representation of custom gates, including multi-qubit operations, to improve interpretability and analysis.• Strengthened the Cirq testing framework by implementing comprehensive unit tests for SVG rendering, ensuring reliable visual outputs across diverse quantum circuit configurations.
  • Llvm Foundation
    Project Developer (Mlir, Llvm Ir)
    Llvm Foundation Sep 2021 - Dec 2021
    MLIR: https://mlir.llvm.org/• Engineered a visualization tool within the MLIR framework to represent Rewrite Rules and Pattern Matching DAGs, enhancing the comprehension of transformation sequences.• Developed a recursive DAG dump feature akin to LLVM's dumpr, enabling graphical differentiation of input/output DAG pairs with color-coded highlights for node modifications and pattern matches.• Integrated graph analysis techniques to track and display the impact of greedy and dialect-specific rewrite drivers, providing deep insights into the optimization process and transformation efficacy.
  • Numfocus
    Data Science Engineer (Dask, Google Summer Of Code)
    Numfocus May 2021 - Sep 2021
    Dask: https://www.dask.org/• Achieved 600% performance improvement and sub-100ms response time by optimizing Dask collections visualisation.• Played a pivotal role in partnering with NVIDIA and Anaconda to enhance Dask’s parallel computing capabilities.
  • Google Code-In
    Project Contributor (Openmrs, Librehealth, Widlfly, Etc.)
    Google Code-In Nov 2018 - Jan 2019

Freyam M. Skills

Leadership Team Building Information Technology Neural Networks Gujarati Amazon Web Services Data Science Node.js Arabic Graphic Design Operating Systems Graphics Tensorflow English Computer Graphics Team Management Team Leadership Android Development Deep Learning Strategy Algorithm Analysis Natural Language Processing React.js Html C (Programming Language Artificial Intelligence Google Cloud Platform Data Structures Java Docker Full Stack Development Javascript C++ Sql Python Dask Project Management Research React Native Software Development Marketing Strategy Machine Learning Open Source Software C# Programming Languages Presentations Hindi Creative Problem Solving

Freyam M. Education Details

Frequently Asked Questions about Freyam M.

What company does Freyam M. work for?

Freyam M. works for Realm Labs

What is Freyam M.'s role at the current company?

Freyam M.'s current role is AI and ML Security Engineer (Founding Engineer).

What is Freyam M.'s email address?

Freyam M.'s email address is fr****@****labs.ai

What schools did Freyam M. attend?

Freyam M. attended International Institute Of Information Technology.

What skills is Freyam M. known for?

Freyam M. has skills like Leadership, Team Building, Information Technology, Neural Networks, Gujarati, Amazon Web Services, Data Science, Node.js, Arabic, Graphic Design, Operating Systems, Graphics.

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