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Krishna Salampuriya

@krishnasalampuriya

Message

I build safe, production-ready Agentic AI and LLM analytics platforms.

India

Message

What I'm looking for

I'm looking to build production-grade Agentic AI and LLM systems, especially backend platforms that combine reliable tool use, safe SQL, retrieval, observability, and practical business analytics.

I'm building an Agentic AI facility analytics platform at Bluecoin IoT Solutions, helping enterprise teams ask natural-language questions about BMS and workplace data.

I develop FastAPI-backed LangGraph and DSPy workflows for intent classification, semantic retrieval, tool execution, safe SQL generation, validation, repair loops, and business-ready responses. My Space Utilization Agent includes 20 reviewed metric tools and 60+ curated context artifacts for reliable workplace analytics.

I've also built HVAC analytics agents and heatmap services for comfort and energy-efficiency investigations, while improving Spring Boot report-generation workflows by approximately 30%. I use PostgreSQL-backed conversation memory, SQL safety controls, observability, and domain guardrails to make LLM systems practical in production.

Previously at PubMatic, I built Python/Pytest automation frameworks and Jenkins workflows for distributed advertising-platform systems. Alongside my engineering work, I've built RAG assistants, AI marketing workflows, cold-email automation, and Interview Assist, a live AI coding interview platform.

Experience

Work history, roles, and key accomplishments

Current

Senior Software Engineer

Current

Bluecoin IoT Solutions

Jan 2025 - Present (1 year 8 months)

Leading design and development of an Agentic AI facility analytics platform for enterprise BMS and workplace data, including HVAC Analytics and Space Utilization agents. Built FastAPI-backed LangGraph/DSPy workflows for intent classification, query rewriting, semantic retrieval, safe SQL generation, validation, and business-ready responses.

fastAPI LangGraph DSPy RAG NL To SQL PostgreSQL SQL Safety Tool calling GuardRails Conversational Memory Langfuse OpenInference Spring Boot Docker Git Linux

AI Projects

LLM Applications, RAG & Automation

Jan 2023 - Jan 2025 (2 years)

Built multiple production-ready GenAI applications including retrieval-augmented assistants, AI marketing workflows, and automated cold-email generation. Implemented vector retrieval pipelines, prompt workflows, and API integrations.

Lang Chain ChromaDB Whisper GROQ Gemini OpenAI API RAG Vector Retrieval Automation

Software Development Engineer in Test

PubMatic

Jul 2021 - Mar 2023 (1 year 8 months)

Developed Python/Pytest automation frameworks for API, integration, and regression testing across distributed advertising-platform systems. Built and maintained Jenkins-based test workflows and collaborated with engineering teams to debug production and release issues.

Python Pytest API Testing Jenkins CI CD Automation Debugging