Aman Rehman
GenAI & DL Engineer @ Oracle | Agents, LLMs, RAG | Building solutions that cut manual operations time by 60% and improve efficiency by 50% with Intelligent AI Systems | OCI & AWS Certified | IIIT Delhi | DTU
- Role
- Associate Engineer at Oracle
- Location
- New Delhi, DL, IN
- LinkedIn followers
- 500 followers
About Aman Rehman
I\'m an enthusiastic software engineer with a strong foundation in AI/ML, backend systems,…
Experience
Associate Engineer
Aug 2024 — Present · Bengaluru, IN
LLM-Based AI Error Resolution: Designing a RAG system using LangChain, Agents to analyze error logs and automate error resolution. Currently deploying in OCI- Time Series Forecasting: Built forecasting model using LSTMs with ~80% accuracy, to forecast business-critical metrics for 2 customers, enabling proactive decision-making for multiple customers from different industries. Deployed using Oracle Cloud Infrastructure- Automating manual onboarding of new customers onto a portal by implementing a new streamline process with human validation, saving upto 80% time compared to the previous manual process. Used APEX + FastAPI, deploying the FastAPI backend in OCI- Participated in a Hackathon based on Oracle\'s new AI Agent Studio. Required us to come up with a problem statement and construct an Agentic system using AI Agent Studio platform- Improved day-to-day operations with suggestions for more streamlined operations- Undertook customer demos and deployments for Oracle SaaS applications- Skills: Python, AI/ML, Time Series Analysis, LLMs, LangChain, Agentic AI, Prompt Engineering, Cloud, Automation, DevOps, FastAPI
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