Mani Soni

Founder

Bengaluru, Karnataka, India8 yrs 3 mos experience

AI ML PractitionerHighly Stable

Key Highlights

Founder of innovative AI-driven cybersecurity solutions.
Expert in full-stack development and enterprise security.
Proven track record in optimizing complex systems.

Stackforce AI infers this person is a Full-Stack Developer specializing in Cybersecurity and Fintech solutions.

Contact

manisoni28@gmail.com LinkedIn

Skills

Core Skills

Machine LearningConversational AiFull-stack DevelopmentData ProtectionFrontend DevelopmentBackend IntegrationBackend Development

Other Skills

AWS LambdaAlgorithmsAndroidApache AirflowBackup SolutionsBootstrapCC++Cascading Style Sheets (CSS)Code ReviewData Access Object (DAO)Data StructuresDecentralized Applications (DApps)Distributed ApplicationsDistributed Systems

Experience

8 yrs 3 mos

Total Experience

2 yrs

Average Tenure

2 yrs 3 mos

Current Experience

Factorx.ai

Founder & CEO

Mar 2024 – Present · 2 yrs 3 mos · Hybrid

At FactorX.ai, we've built the world's first conversational AI security agent that secures the human layer of cybersecurity.
Our AI-powered platform leverages advanced prompt engineering and dynamic tool selection to orchestrate 2,000+ specialized algorithms for real-time email threat detection. Through comprehensive ML workflow management, we've developed sophisticated model training pipelines using curated threat datasets and implemented rigorous performance optimization protocols that continuously improve detection accuracy.
Key innovations:
Advanced training data curation from 500K+ email samples with comprehensive model evaluation using precision, recall, and F1-score metrics
Intelligent automation workflows with performance monitoring that adapt to emerging threats like Business Email Compromise and QR Code Phishing
Conversational AI interface that transforms complex ML insights into accessible explanations for security teams and end-users alike
Real-time model optimization using production data to reduce false positives by 95% while maintaining 99.7% threat detection rates
Purpose-built for Microsoft 365 and Gmail, our AI agent demonstrates proven ability to translate sophisticated ML concepts into business value for non-technical stakeholders, empowering organizations to focus on their core business while autonomous security systems handle email threats that cost enterprises an average of $4.8M per breach.
Seamless integration. Minimal disruption. Maximum protection.

Conversational AIMachine LearningPerformance OptimizationEmail Threat DetectionDynamic Tool Selection

Slik safe

Founding Engineer at Slik

Mar 2022 – Feb 2024 · 1 yr 11 mos · Remote

At Slik, I led strategic initiatives to enhance data protection and enterprise
security through full-stack development of comprehensive backup
and restore solutions for organizations. Implemented robust
backup frameworks across databases, enterprise applications, and
codebases using modern tech stack including React, Node.js, and
Python. Built scalable backup and restore systems for enterprise
environments including Slack scanning, AWS infrastructure
scanning, and Microsoft Teams data protection. Designed complete
system architecture from frontend interfaces to backend APIs with
zero-knowledge encryption frameworks

Full-Stack DevelopmentData ProtectionBackup SolutionsReactNode.jsPython

Intuit

2 roles

SDE II

Promoted

Feb 2020 – Mar 2022 · 2 yrs 1 mo

Contributed to the development of high-impact plugins for Intuit's flagship products — TurboTax, QuickBooks, and Mint.
Key responsibilities and tech stack included:
Building scalable, user-focused plugins using React, Redux, and JavaScript
Integrating with backend services built on Spring Boot, Hibernate, JPA, and Redis
Leveraging cloud technologies such as AWS Lambda and AppFabric for deployment and scalability
Utilized AWS Rekognition for intelligent image and document processing
Worked across multiple languages and environments including Java and Python
This role allowed me to contribute directly to products used by millions, enhancing their functionality and performance.

ReactReduxJavaScriptSpring BootAWS LambdaFrontend Development+1

SDE I

Jul 2018 – Feb 2020 · 1 yr 7 mos

#react #redux #appfabric #aws lambda #springboot #hibernate #jpa #redis #aws recoknigition #javascript #java #python #anylanguage

ReactReduxJavaScriptSpring BootHibernate

Walmart global tech

Software Developer Internship

Jan 2018 – Jun 2018 · 5 mos · Bengaluru, Karnataka, India · On-site

Worked on Walmart’s Smart Inventory Management System, specifically focused on optimizing the Inbound Service pipeline across Allocation, Forecasting, and Replenishment.
My key contributions included:
Developing monitoring solutions for the Replenishment ETL pipeline built on Apache Airflow, responsible for scheduling messages to RabbitMQ
Building robust Spring Boot APIs to support Vendor Data Services
Ensuring high reliability through unit testing and mocking frameworks like JUnit, Mockito, and Mock 2.0.0 (Python)
Collaborated across a complex tech stack involving Python, Java, Spring Boot, Oracle DB, and Java Jersey
Tools & Platforms: Spring Tool Suite, IntelliJ, PyCharm, Git, OneOps, DataGrip
This work contributed to improving the accuracy, reliability, and visibility of Walmart’s inbound inventory systems.

Apache AirflowSpring BootJavaPythonBackend Development

Juspay

Software Engineer Internship

May 2017 – Jul 2017 · 2 mos · Bengaluru, Karnataka, India

Contributed to the end-to-end development of the BHIM UPI interface — a key component in India’s digital payments ecosystem.
Frontend: Built responsive, intuitive user interfaces using React.js, ensuring a seamless and consistent experience across devices and screen sizes.
Backend: Developed robust, type-safe services using PureScript, handling transaction flows, user authentication, and integration with the national UPI infrastructure.
Focused on performance optimization and security compliance to support high transaction volumes while safeguarding sensitive financial data.
This work played a vital role in accelerating India's digital payment revolution, empowering millions with fast, secure, and accessible financial transactions.

React.jsPureScriptUser AuthenticationFrontend Development