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I’m Vaishali Mediga, an execution-driven AI problem solver who loves building systems that learn and deliver real impact. I don’t just want to use AI; I want to engineer what the next version of AI looks like. I’m passionate about solving complex problems with AI-driven solutions and bringing production-grade automation to diverse domains. I’ve led enterprise LLM delivery across legal, medical, and finance, designed deterministic reasoning workflows, and built scalable AI workflows and multi-agent automation. I enjoy translating business needs into reliable AI systems, reducing hallucinations, and delivering measurable improvements in accuracy and efficiency.…I’m Vaishali Mediga, an execution-driven AI problem solver who loves building systems that learn and deliver real impact. I don’t just want to use AI; I want to engineer what the next version of AI looks like. I’m passionate about solving complex problems with AI-driven solutions and bringing production-grade automation to diverse domains. I’ve led enterprise LLM delivery across legal, medical, and finance, designed deterministic reasoning workflows, and built scalable AI workflows and multi-agent automation. I enjoy translating business needs into reliable AI systems, reducing hallucinations, and delivering measurable improvements in accuracy and efficiency.

Vaishali Mediga

AI Prompt Engineer, Data Scientist, AI Developer, +2

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I’m Vaishali Mediga, an execution-driven AI problem solver who loves building systems that learn and deliver real impact. I don’t just want to use AI; I want to engineer what the next version of AI looks like. I’m passionate about solving complex problems with AI-driven solutions and bringing production-grade automation to diverse domains. I’ve led enterprise LLM delivery across legal, medical, and finance, designed deterministic reasoning workflows, and built scalable AI workflows and multi-agent automation. I enjoy translating business needs into reliable AI systems, reducing hallucinations, and delivering measurable improvements in accuracy and efficiency.…I’m Vaishali Mediga, an execution-driven AI problem solver who loves building systems that learn and deliver real impact. I don’t just want to use AI; I want to engineer what the next version of AI looks like. I’m passionate about solving complex problems with AI-driven solutions and bringing production-grade automation to diverse domains. I’ve led enterprise LLM delivery across legal, medical, and finance, designed deterministic reasoning workflows, and built scalable AI workflows and multi-agent automation. I enjoy translating business needs into reliable AI systems, reducing hallucinations, and delivering measurable improvements in accuracy and efficiency.

Available to hire

I’m Vaishali Mediga, an execution-driven AI problem solver who loves building systems that learn and deliver real impact. I don’t just want to use AI; I want to engineer what the next version of AI looks like. I’m passionate about solving complex problems with AI-driven solutions and bringing production-grade automation to diverse domains.

I’ve led enterprise LLM delivery across legal, medical, and finance, designed deterministic reasoning workflows, and built scalable AI workflows and multi-agent automation. I enjoy translating business needs into reliable AI systems, reducing hallucinations, and delivering measurable improvements in accuracy and efficiency.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Sr. AI Prompt Engineer at Foundation AI

August 1, 2025 - Present

As a Senior AI Prompt Engineer in the Data Science team, I architect deterministic prompt systems, retrieval-augmented flows, and agent-style reasoning frameworks to power core document-intelligence capabilities. I design extraction, classification, and matter-matching pipelines for legal and medical workloads, optimize accuracy to 99.9%, and embed domain logic to reduce false positives. My work spans dynamic field extraction, multi-step reasoning, hallucination-control strategies, and prompt-driven RAG workflows, enabling production-grade automation that reliably interprets complex documents across diverse use cases.

AI Automation Developer at ParticleEx

April 1, 2025 - August 31, 2025

As an AI Automation Developer, I engineered multi-agent systems using LangChain, LangGraph, and CrewAI to enable autonomous reasoning, tool execution, and adaptive workflow behavior. Delivered production agents for data transformation, LinkedIn content automation, CRM enrichment, and HubSpot MCP agents in Slack, demonstrating real-world impact through scalable, multi-agent automation and agent tool-calling via API triggers. I built retrieval-augmented agents leveraging Pinecone for context-aware search, designed prompt-driven orchestration layers, and implemented dynamic agent chains for our product Mindprint, enabling flexible task execution and persona-conditioned decisioning. Implemented lightweight monitoring, eval loops, and logging to track agent reliability and output quality (Langfuse observability).

AI Application Developer at BeWorld Web Services Private Limited

February 1, 2025 - March 31, 2025

As an AI Application Developer at BeWorld Web Services Private Limited, I built and deployed AI Agents, including an AI-powered news generation system for BeWorld's news app Newstale. My role involved developing, testing, and deploying AI-driven applications, with a focus on generative AI, LLM integration, and dynamic prompt chains. I worked on Retool-based automations to streamline workflows and enhance application efficiency. My expertise spans prompt engineering, AI agent development, database-driven AI workflows, and dynamic system optimisation, enabling intelligent solutions that enhance user engagement and automate complex processes.

AI Workflow Engineer - II at Deltacubes

September 1, 2023 - February 28, 2025

Led enterprise LLM delivery across legal, medical, and finance domains by designing reasoning workflows, extraction systems, and chatbot-driven automation. Translated business requirements into deterministic logic, evaluation strategies, and system behavior specifications for a 70-member team. Built and deployed LLM-powered applications leveraging LangChain-style orchestration patterns, embedded domain rules into multi-step workflows, reduced hallucinations, and improved accuracy to 97.3%. Standardized prompting practices, mentored engineers, and ensured scalable delivery through iterative testing, stakeholder alignment, and workflow optimization.

AI Workflow Engineer (Prompt Engineering & LLM Application Enablement) at Deltacubes Pvt Ltd.

February 1, 2023 - August 31, 2023

Built and shipped LLM-powered automation applications, including chatbot flows, reasoning chains, and document assistance modules. Engineered multi-step prompting logic (few-shot, chain-of-thought) into executable workflows, converted business requirements into system behavior, and collaborated with delivery teams to integrate LLM components into production use cases. Iteratively debugged outputs, optimized context handling, and tuned model behavior through evaluation loops to improve reliability and task accuracy.

Jr. LLM Application Engineering Intern at Deltacubes Private Limited

August 1, 2022 - January 31, 2023

End-to-end LLM application development; contributed to chatbot logic, workflow design, and model training across domains. Assisted with fine-tuning, prompt chaining, evaluation cycles, and integration into real use cases, helping improve accuracy to 95.8% and building foundational capability in applied AI.