Jun 2025 – Present · 1 yr · Bengaluru South · On-site

• Leading an AI sponsored Co-Pilot (Agents) to automate the complex and lethargic American Healthcare (Pharmacy Division) Operations.

Jan 2025 – Apr 2025 · 3 mos · London Area, United Kingdom · Remote

• **Backend Engineer (Contractual): Executed strategic refactoring of FTS sub-module service in Kaizen Hub's RegTech platform (Technical Debt).

May 2024 – Dec 2024 · 7 mos · Chandigarh, India

• Re-imagined quantum-enhanced financial (QeF) architecture(crypto primitives: ML-KEM + distributed SaaS) to resolve high-volume banking swift(UPI) transaction bottlenecks, ⬇️ digital overhead for aggregator app.
• References - https://drive.google.com/drive/folders/1xlE3nov7J8jHsz0xxSkvZMGmvMwNWhQr
• PS - This ambitious period, by a mile, turned-out to be self-centric hours of deep-tech endeavour to work on published White Paper that trying to emphasize on domain specific bottleneck.

Feb 2023 – Jun 2024 · 1 yr 4 mos · Palo Alto, California, United States · Hybrid

• Key Accountabilities:
• AI Document Underwriting System
• Goal: Implemented a graph-based underwriting system for high-volume document processing.
• Tools/Strategies: Feeder-rationale system; Column-to-row mapping algorithms for cross-document table continuity.
• Outcomes: Reduced false positives by 73% while processing 6-7K documents/hour at 88.9% accuracy.
• Achievements: Core innovation enabling product differentiation through cross-document data coherence.
• Cloud Architecture & Cost Optimization
• Goal: Engineer scalable, cost-efficient infrastructure for enterprise clients under SLA/VPN constraints.
• Tools/Strategies: AWS serverless stack (Lambda/SQS/API Gateway + FastAPI); "PostgrS3" hybrid storage (PostgreSQL + S3).
• Outcomes: Cut Kubernetes pod memory 40% and storage costs 65% with sub-millisecond queries.
• Achievements: Scaled client support from 2→15 enterprises while maintaining performance guarantees.
• Product Re-architecture & Automation
• Goal: Enable multi-workflow underwriting for unstructured data and streamline deployments.
• Tools/Strategies: Graph-based data modeling; CloudFormation, CI/CD pipelines for K8s.
• Outcomes: Achieved 60% graph-relationship accuracy for unstructured data; Slashed deployment time from hours→minutes.
• Achievements: Transformed infrastructure management -> fully automated workflows across ecosystem.

Aug 2022 – Feb 2023 · 6 mos · Mumbai, Maharashtra, India · On-site

• Key Accountabilities:
• Inventory Management System
• Goal: Design and implement scalable inventory infrastructure for multi-tier product taxonomies.
• Tools/ Strategies: Python3.10+ metadata engine, PostgreSQL, concurrent batch processing
• Outcomes: Established real-time inventory synchronization achieving **99.8% data consistency** across 500K+ SKUs.
• Achievements: Reduced stock reconciliation cycles **from 4 hours → 20 minutes** via sharded Redis caching.
• Theme-Based Digital Catalogue Platform
• Goal: Architect SaaS platform for AI-driven catalogue generation with dynamic storytelling.
• Tools/strategies: Reluctant metadata extractor, narrative engine, time-series realtime editor syncing
• Outcomes: Automated **5-7 minutes catalogue creation** substituted 7+ hours manual processes, with AI featured Catalogue templates
• Achievements: Boosted exporter engagement **by 63%** through personalized AI insights.
• AWS Deployment Automation Pipeline
• Goal: Engineer CI/CD infrastructure for zero-touch production deployments.
• Tools: AWS EC2/ECS/S3, Docker, Nginx, CloudFormation
• Outcomes: Enabled **daily feature releases** with immutable infrastructure patterns and circuit rollback design.
• Achievements: Slashed deployment failures **by 82%** via containerized blue-green strategies.
• QA Automation Integration Toolkit
• Goal: Integrate HyperTest engine for TDD-compliant beta validation.
• Tools: Python3.10+/Bash CLI utilities, Jenkins pipeline SDK, HyperTest REST adapters
• Outcomes: Achieved **holistic test coverage** for 12+ concurrent beta streams.
• Achievements: Accelerated regression testing **6.2x** through parallel benchmark workflows.

May 2021 – Aug 2022 · 1 yr 3 mos · Mumbai, Maharashtra, India · On-site

• Key Accountabilities:
• Foundational Backend Engineering
• Goal: Establish core backend services while mentoring colleagues in modern engineering practices.
• Tools/Strategies: Practice backend design principles/patterns, Code lifecycle, Debugger
• Outcomes: Accelerated team productivity through smart work methodologies.
• Achievements: Owned full-stack (backend) verticals from inception to deployment.
• Cloud-Native Product Deployment
• Goal: Integrate client requirements with cloud-based product deployments.
• Tools/Strategies: Cloud env integration , Client requirement translation, Deployment pipeline optimization
• Outcomes: Streamlined exporter onboarding through cloud-native workflows.
• Achievements: Bridged technical execution with stakeholder expectations.
• Financial Compliance Automation Engine
• Goal: Implement automated bank account/crime validation for exporter auditing.
• Tools/Strategies: Identity Validation algorithms, South-Asian Regulatory frameworks, Audit trailing
• Outcomes: Enabled flawless exporter due diligence.
• Achievements: Reduced fund release timelines by 70% through automated clearance.
• Dynamic Document Relationship Mapper
• Goal: Re-architect manual document-linking -> automated relational system.
• Tools/Strategies: One-to-many relational modeling, Dynamic invoice mapping, Graph-based linkage engine
• Outcomes: Eliminated manual document correlation efforts.
• Achievements: Reduced entity-linking errors by 92% through polymorphic mapping.
• Secure Command Palette Architecture
• Goal: Design authentication/authorization service for application ecosystem.
• Tools/Strategies: OAuth2.0/JWT, RBAC policy engine, API-level security protocols
• Outcomes: Established zero-trust security layer for palette operations (contract validation).
• Achievements: Delivered 12+ client assistance features with SOC2-compliant audits.

Aug 2020 – May 2021 · 9 mos · Gurugram, Haryana, India · Hybrid

• Key Accountabilities:
• AWS SecurityHub Hardening
• Goal: Secure app infrastructure for client inference workflows and daily buying operations.
• Tools: AWS (EC2, RDS, S3, ECS, CloudWatch, SecurityHub)
• Outcomes: Established zero-trust architecture for transaction processing.
• Achievements: Mitigated 98% IAM vulnerabilities through SecurityHub integration.
• Cloud Financial Governance System
• Goal: Implement cost visibility and optimization for client cloud resources.
• Tools/Strategies: Programmatic cost attribution engine, Monetary cess analytics, Resource tagging standard
• Outcomes: Enabled real-time spend intelligence.
• Achievements: Reduced wasted spend by 32% via AI-driven resource right-sizing.
• Health & Scalability Dashboard
• Goal: Management portal for application scalability and uptime assurance.
• Tools/Strategies: Auto-scaling group, API anomaly detection, Multi-AZ deployment patterns
• Outcomes: Achieved 99.99% uptime for buying portal.
• Achievements: Cut incident response time by 65% through predictive resource scaling.

Jan 2020 – Jul 2020 · 6 mos · India · On-site

• Key Accountabilities:
• Probing & Automation Development
• Goal: Implement hybrid security control probing for Linux OS.
• Tools/Strategies: Abstract integration layer; Python automation scripts (Agentless); BST spanning algorithms for node-linking
• Outcomes: Developed scalable probing automation for diverse client environments.
• Next-Gen Firewall Development - CIA Team
• Goal: Design and develop a self-automated Linux/Network Node-based Next-Gen Firewall.
• Tools/Strategies: Network Security (Configurational Assessment) appliance analysis; Security-focused development for threat mitigation.
• Outcomes: Built a firewall solution enhancing organizational cyber resilience.
• Achievements: Developed expertise in network security appliances while contributing to SAFE’s public-interest mission.
• GCP Security Research & PoC
• Goal: Conduct security endpoint R&D for GSuite products (Gmail, Drive, Search) to streamline pre-testing requirements.
• Tools/Strategies: GCP security architecture assessment, Threat surface mapping
• Outcomes: Identified critical attack vectors across GSuite ecosystem (config).
• Achievements: Delivered client-ready security protocols reducing attack surface by 45%.

Aug 2017 – Feb 2020 · 2 yrs 6 mos · India · Remote