Mani Soni profile photo 1 on Tal

Mani Soni

Agent Architect @ Blink.new (YC W22) | Ex-Founder, Ex- Intuit, Walmart

Bengaluru

8+ years of work experience

Blink.new
Nov 202510 mosPresent

FactorX.ai
Mar 20241 yr 8 mosOct 2025

Delaware, United States

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.
Slik Safe
Mar 20222 yrsFeb 2024

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
Intuit
Feb 20202 yrs 2 mosMar 2022

Greater Bengaluru Area

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.
Intuit
Jul 20181 yr 8 mosFeb 2020

Bengaluru, Karnataka, India

#react #redux #appfabric #aws lambda #springboot #hibernate #jpa #redis #aws recoknigition #javascript #java #python #anylanguage
Walmart Global Tech
Jan 20186 mosJun 2018

Bengaluru, Karnataka, India

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.

Mani’s AI Stack

claude code
claude code
claude
claude
codex
codex
cursor
cursor
deepseek
deepseek
gemini
gemini

Education

Indian Institute Of Information Technology allahabad

Bachelor of Technology (BTech), Information Technology

Indian Institute Of Information Technology allahabad

20144 yrs2018

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Headline

Agent Architect @ Blink.new (YC W22) | Ex-Founder, Ex- Intuit, Walmart

Location

Bengaluru

AI stack

claude code

claude

codex

cursor

deepseek

gemini

Work experience

Agent Architect at Blink.new, Nov 2025 - Present · 10 mos

Founder & CEO at FactorX.ai, Mar 2024 - Oct 2025 · 1 yr 8 mos, Delaware, United States, 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.

Founding Engineer at Slik Safe, Mar 2022 - Feb 2024 · 2 yrs, 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

SDE II at Intuit, Feb 2020 - Mar 2022 · 2 yrs 2 mos, Greater Bengaluru Area, 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.

SDE I at Intuit, Jul 2018 - Feb 2020 · 1 yr 8 mos, Bengaluru, Karnataka, India, #react #redux #appfabric #aws lambda #springboot #hibernate #jpa #redis #aws recoknigition #javascript #java #python #anylanguage

Software Developer Internship at Walmart Global Tech, Jan 2018 - Jun 2018 · 6 mos, Bengaluru, Karnataka, India, 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.

Education

Bachelor of Technology (BTech), Information Technology, Indian Institute Of Information Technology allahabad