Akshitha R
Machine Learning Engineer (Gen AI) @ Staples | Developing AI solutions | LLM | RAG | Agents
- Role
- Machine Learning Engineer (Gen Ai) at Staples
- Location
- Surat, GJ, IN
- LinkedIn followers
- 500 followers
About Akshitha R
AI/ML Engineer & Data Scientist with 4+ years of experience designing, deploying, and…
Experience
Machine Learning Engineer (Gen Ai)
Jul 2024 — Present · Charlotte, NC, US
At Staples, I’m leading the development of enterprise-grade AI systems focused on compliance and legal workflows. I built a Retrieval-Augmented Generation (RAG) pipeline with GPT-4, LangChain, and Azure Cognitive Search that processes documents to deliver accurate, compliance-sensitive insights. I’ve deployed secure ingestion pipelines, Dockerized FastAPI microservices, and GPU-accelerated workloads on AKS, while integrating Guardrails AI and TruLens to enforce trust, compliance, and output validation. My work has streamlined legal document reviews, reduced risk exposure, and provided stakeholders with real-time audit visibility through custom dashboards and monitoring solutions.
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