Bibas Rai
Machine Learning Engineer @Omdena
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WORK HISTORY
Machine Learning Engineer @Omdena
NY, US
ThinkZone:Developed an AI-driven assessment tool to evaluate foundational literacy and arithmetic skills in the Odia language. Collected and analyzed data, including sample papers and government learning standards, to train machine learning models. Assisted in building and fine-tuning OCR and natural language processing models (LLM) for assessing handwritten student responses. Collaborated with cross-functional teams to design a user-friendly interface for the assessment tool and ensure accurate performance. Prepared technical documentation and research reports to summarize methodologies and findings. Ensured compliance with data privacy and ethical standards throughout the research process.
EDUCATION
Lovely Professional University
Bachelor of Engineering - BE, Mechanical Engineering
University of Surrey
Master's degree, Artificial Intelligence
ABOUT BIBAS RAI
I am an AI/ML Engineer specializing in building production-ready Agentic AI and RAG systems. With an MSc in Artificial Intelligence and a background at Amazon, I bridge the gap between advanced research and scalable cloud infrastructure.Currently, I focus on the orchestration of Multi-Agent Systems and Serverless LLM architectures. My recent work includes deploying autonomous financial planners and cybersecurity agents using Amazon Bedrock, AWS Lambda, and LangFuse for full-stack observability. I thrive at the intersection of Generative AI and Cloud Engineering, ensuring that models aren\'t just accurate, but secure, cost-effective, and production-hardened.Core Technical Stack:AI/ML: LLMs, Agentic Workflows (Bedrock AgentCore, MCP), RAG, Computer Vision (YOLO, Segmentation), PyTorch.Cloud & DevOps: AWS Certified, Azure, GCP, Terraform (IaC), Docker, Kubernetes, CI/CD.Engineering: Python, FastAPI, Next.js, Vector Databases, LLM Observability.I am passionate about moving AI from experimental notebooks to high-availability systems that solve complex, real-world problems.
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