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suhani_m1122

Ishita M

@suhani_m1122

AI Engineer specializing in GenAI and RAG

India
English
About me
AI/ML Engineer with hands-on experience building production-grade GenAI chatbots using RAG architecture, vector databases, and cloud-native AI services. Strong expertise in document intelligence, prompt engineering, hybrid retrieval (vector + SQL), and secure AI pipelines on AWS. Proven ability to design scalable, privacy-aware LLM systems with real-world integrations.... Read more

Skills

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suhani_m1122
Ishita M
Offline • 
Average response time: 1 hour

See my services

AI Chatbot Development
I will build a rag chatbot for your PDF documents
From$50 / projectMore details

Portfolio

Work experience

Cywarden

AI/ML Engineer

Cywarden • Full-time

Mar 2026 - Present • 8 mos

● Designed and implemented production-grade Retrieval-Augmented Generation (RAG) pipelines using LlamaIndex, Amazon OpenSearch, and Qdrant for enterprise knowledge retrieval. ● Developed backend services for the CIS Controls v8 Cyber Risk Assessment Platform, integrating Azure Resource Graph and Microsoft Graph APIs to automate Azure compliance assessments. ● Integrated AWS Comprehend for automatic PII detection and redaction before LLM inference to ensure secure AI interactions. ● Built secure AI workflows using E2B sandboxed execution for dynamic graph generation, chart rendering, and automated report creation. ● Optimized backend performance by resolving production issues across scan execution, data consistency, API reliability, and retrieval workflows. ● Deployed and maintained containerized AI services on AWS ECS, EC2, S3, Bedrock, SageMaker, and Amazon RDS, collaborating with frontend, QA, and product teams in an Agile environment.