Ashutosh Soni
Senior AI Engineer: RAG and agentic AI systems on AWS
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Integrated Farm land planner
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Built the AI powered Banking App onepay microfinance platform end to end
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A fast-growing AI SaaS product needed to scale its model inference infrastructure to handle enterprise-level traffic without downtime or latency spikes.
I architected and deployed 18 microservices on AWS handling 50M+ daily API requests, serving 25,000+ concurrent users. Migrated a legacy monolithic system to a cloud-native architecture, reducing infrastructure costs by 42% and improving system reliability from 95% to 99.97%. Also designed the real-time ML inference pipeline that achieved a 78% latency improvement and supports 15+ production models in deployment.
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A FinTech SaaS platform needed a robust, cost-efficient backend API capable of handling high transaction volumes with strict reliability and security requirements.
I designed and deployed a fully serverless architecture on AWS using Lambda, API Gateway, and Kinesis for event streaming. Built the core transaction processing logic in Node.js with TypeScript, integrated with MongoDB for persistence, and set up automated CI/CD pipelines for zero-downtime deployments
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