---
title: Blog | Optimum Data Analytics | LLM
description: "LLM | Engineering-first deep dives on LLMs, RAG pipelines, MLOps, and agentic AI from Optimum Data Analytics' team, with real implementations and code, not just theory.\n\nPractical AI engineering from ODA: LLM fine-tuning, agentic workflows, and production deployment patterns built and battle-tested by our own team.\n\nEvent-driven agents, small language models, and real-time AI systems architecture breakdowns and lessons from ODA's own deployments."
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---

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# The Insight Feed

ODA members share technology ideas to foster digital transformation.

## [BRIDGE: A Benchmark for Understanding Real-World Clinical Text](https://blog.optimumdataanalytics.com/bridge-a-benchmark-for-understanding-real-world-clinical-text)

![Shishir Nair](https://blog.optimumdataanalytics.com/hubfs/image%20(1).png)

 by [Shishir Nair](https://blog.optimumdataanalytics.com/author/shishir-nair)   
on Oct 14, 2026, 8:00:00 AM

DeepSeek-R1 scored 92 out of 100 on the US medical licensing exam. That's an impressive result. But give the same model a real clinical note, the kind full of shorthand and abbreviations a doctor ...

[Read More](https://blog.optimumdataanalytics.com/bridge-a-benchmark-for-understanding-real-world-clinical-text)

# Articles about LLM

#### [Oct 14, 2026, 8:00:00 AM BRIDGE: A Benchmark for Understanding Real-World Clinical Text](https://blog.optimumdataanalytics.com/bridge-a-benchmark-for-understanding-real-world-clinical-text)

[Read article](https://blog.optimumdataanalytics.com/bridge-a-benchmark-for-understanding-real-world-clinical-text)

#### [Sep 17, 2026, 8:00:00 AM Microsoft Agent Framework (MAF): Building Production-Ready AI Agents at Scale](https://blog.optimumdataanalytics.com/microsoft-agent-framework-maf-building-production-ready-ai-agents-at-scale)

[Read article](https://blog.optimumdataanalytics.com/microsoft-agent-framework-maf-building-production-ready-ai-agents-at-scale)

#### [Jun 15, 2026, 8:00:00 AM Custom Copilots with Microsoft Copilot Studio: From AI Assistants to Business Agents](https://blog.optimumdataanalytics.com/custom-copilots-with-microsoft-copilot-studio-from-ai-assistants-to-business-agents)

[Read article](https://blog.optimumdataanalytics.com/custom-copilots-with-microsoft-copilot-studio-from-ai-assistants-to-business-agents)

#### [Jun 3, 2026, 8:00:00 AM Sequential vs. Parallel Agents Architecting for Efficiency in MultiAgent AI Systems](https://blog.optimumdataanalytics.com/sequential-vs.-parallel-agents-architecting-for-efficiency-in-multiagent-ai-systems)

[Read article](https://blog.optimumdataanalytics.com/sequential-vs.-parallel-agents-architecting-for-efficiency-in-multiagent-ai-systems)

#### [Jan 30, 2026, 11:00:00 AM Clinical Trials Have A Language Problem.](https://blog.optimumdataanalytics.com/clinical-trials-have-a-language-problem)

[Read article](https://blog.optimumdataanalytics.com/clinical-trials-have-a-language-problem)

#### [Nov 24, 2025, 8:00:00 AM OpenTelemetry in LLMOps: Observability for AI Systems](https://blog.optimumdataanalytics.com/opentelemetry-in-llmops-observability-for-ai-systems)

[Read article](https://blog.optimumdataanalytics.com/opentelemetry-in-llmops-observability-for-ai-systems)

#### [Nov 6, 2025, 9:50:10 AM Semi-Supervised Learning from Tabular Data using Autoencoders](https://blog.optimumdataanalytics.com/semi-supervised-learning-from-tabular-data-using-autoencoders)

[Read article](https://blog.optimumdataanalytics.com/semi-supervised-learning-from-tabular-data-using-autoencoders)

#### [Jun 27, 2025, 5:26:59 PM How LLMs Think: LLM Explainability](https://blog.optimumdataanalytics.com/how-llms-think-llm-explainability)

[Read article](https://blog.optimumdataanalytics.com/how-llms-think-llm-explainability)

#### [Jun 27, 2025, 10:37:54 AM Make LLMs Learn Your Niche – With InstructLAB](https://blog.optimumdataanalytics.com/make-llms-learn-your-niche-with-instructlab)

[Read article](https://blog.optimumdataanalytics.com/make-llms-learn-your-niche-with-instructlab)

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