Jan 2026 – Present · 5 mos · Bengaluru

• Building the evaluation infrastructure and adversarial assessment frameworks that determine whether AI systems are safe enough to ship to production across JPMorganChase.
• ▸ Designed and built the internal red teaming toolkit my team now uses to assess every high-priority GenAI application across the firm — from attack scenario design to automated testing to reporting pipelines
• ▸ Identified high-severity vulnerabilities across top enterprise AI use cases, with findings that directly changed deployment decisions
• ▸ Built frameworks for evaluating AI system resilience beyond traditional scanning — intent deviation, harmful behavior generation, alignment failure analysis
• ▸ Shipped scalable workflows that took our assessment process from manual, one-off exercises to repeatable, automated evaluations
• ▸ Built and evaluated PoCs of state-of-the-art AI security tools to inform the team's tooling strategy
• ▸ Led security reviews of AI coding tools that directly shaped the firm's decisions on which tools to enable for engineers
• ▸ Contribute to internal AI security research, emerging threat analysis, and novel evaluation methodologies for GenAI systems
• ▸ Work across engineering, infrastructure, and security teams to improve AI system hardening and secure deployment practices
• ▸ Drove platform modernization for the red team — cloud-native deployments, CI/CD pipelines, operational reliability
• ▸ Deep expertise in prompt injection, jailbreak techniques, and LLM attack surface analysis

Mar 2024 – Jan 2025 · 10 mos · Bengaluru

• Selected for this leadership role across 500+ engineers based on event management experience from undergrad — an additional responsibility alongside my full-time engineering work.
• ▸ Owned end-to-end event operations for 1,100+ early-career engineers at JPMorganChase's Bengaluru Tech Centre — roadmaps, budgets, vendor negotiations, logistics, registrations, and stakeholder communications
• ▸ Planned and executed flagship programs — SEPx, SEP Connect, Welcome Day, Breakout Blitz, Graduation Day — each serving hundreds of engineers, and served as EMCEE at multiple firm-wide events
• ▸ Sourced and invited speakers from across the firm — senior technologists, leaders, and SMEs — curating content that directly shaped the learning experience for every new-grad cohort
• ▸ Managed vendor relationships end-to-end — from selection and negotiation to on-ground coordination on event day
• ▸ Coordinated multi-site initiatives across all India Tech Centres, syncing timelines, content quality, and experience delivery with program management
• ▸ Mentored and led volunteer squads of 20+, created detailed run-of-show plans, and coached incoming EC Leads on how to run the entire operation
• ▸ Built structured feedback loops that drove measurable improvements across subsequent cohorts
• The SEP (Software Engineer Program) is JPMorganChase's two-year program for new-graduate engineers, combining technical upskilling with professional development.

Jul 2023 – Jan 2026 · 2 yrs 6 mos · Bengaluru

• Built the AI security infrastructure that protects how JPMorganChase develops and deploys ML models — a robust security scanning pipeline with automated compliance reporting, from model ingestion to risk scoring to regulatory readiness.
• ▸ Designed and deployed an in-house model file-scanning engine covering ~2,500 externally sourced ML models; later led migration to a vendor solution that broadened coverage by 40% while cutting maintenance overhead
• ▸ Developed a vulnerability scoring system for LLM security findings — prioritising risks and integrating directly into review workflows
• ▸ Built an event-driven compliance reporting pipeline that replaced manual attestation workflows and accelerated regulatory readiness
• ▸ Migrated the platform from a monolith on EKS to microservices running on ECS tasks — improving scalability, deployment independence, and operational clarity
• ▸ Integrated adversarial testing with a vendor platform to support reliable pre-deployment and periodic evaluations across AI use cases
• ▸ Identified coverage gaps in existing scanning and shipped a PoC scanner to close them
• ▸ Designed security reports with risk-aligned mapping to improve auditability and transparency for stakeholders
• ▸ Reduced end-to-end test execution time by ~67% by authoring new automation scenarios and enforcing secure-coding standards across the pipeline
• ▸ Modernized the platform — JDK 21 upgrade, extracted legacy components into containerized services, migrated CI/CD from Jenkins to Spinnaker
• ▸ Improved operational reliability via IaC upgrades, observability improvements, certificate rotations, and cleanup of configuration drift
• ▸ Authored PRDs and LLDs for security reporting, automated compliance, and configuration management — scaling maintainability and onboarding
• ▸ Presented the platform and its capabilities across firm-wide initiatives — Innovation Week, Ignite, TIF, Cyber Awareness Week, Risk Expo, and Controls Expo

Jan 2023 – Jun 2023 · 5 mos · Bengaluru

• Joined as an intern and shipped production code from month one — building backend systems for the AI security scanning pipeline I'd later extensively work on as a full-time engineer.
• ▸ Built backend services and APIs that power the scanning workflow end-to-end — from orchestration to status tracking to evidence storage for security reports
• ▸ Developed core scanning pipeline modules, hardening accuracy, error handling, and reliability under load
• ▸ Implemented Lightswitch scheduling and Janitor policies on EKS, reducing infrastructure costs by ~60% across non-production environments
• ▸ Rewrote and refactored legacy test suites — added unit and integration coverage that cut feedback loops and unblocked faster releases
• ▸ Stood up monitoring dashboards and alerting from scratch, stabilizing DEV/UAT environments for the team
• ▸ Super Squad Team Award — CTC Q3 2023 R&R