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Mohammed Saalim Kartapillai
Senior Backend/Full-Stack Engineer specializing in data platforms and cloud microservices
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Backend engineer who built and shipped an end-to-end AI outreach product (LazyMails) combining a LinkedIn-scraping Chrome extension with a FastAPI/Postgres backend and Gemini-powered email generation, achieving major personal productivity gains. Also has enterprise experience at TCS on Humana’s 500k+ user wellness platform running Kubernetes microservices with Azure DevOps CI/CD, plus Kafka-based real-time eligibility event streaming and GitOps-driven operations.
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Key Strengths
- End-to-end ownership (Chrome extension + FastAPI backend + database + AI integration)
- Built personalized cold-email generator; reduced outreach time from 4–5 hours to 90 minutes for 30 emails
- Strong prompt iteration strategy (multiple prompt modes) to drive specificity and improve response quality
- Kubernetes operations at scale (microservices for 500k+ users) including Helm templating and Azure DevOps CI/CD
- Production troubleshooting and reliability improvements (tuned HPA; fixed intermittent 503s by adjusting readiness probes)
- Real-time Kafka pipeline design with idempotency/deduplication and schema evolution handling
- Practical GitOps discipline enabling fast rollback (reverted bad config in under 5 minutes)
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