# Professional Experience

> Professional history of Satish K C across AI and automation consulting, generative AI engineering and machine learning roles, with the stack and measured outcomes for each position.

**AI consulting, generative AI engineering and machine learning roles**

Canonical URL: https://www.kcsatish.com/experience

A chronological record of professional roles, each listed with responsibilities, the technologies used and the measurable outcomes delivered.

As an AI and automation consultant at Bridgital from June 2025, he architected distributed automation systems synchronizing CRM and project management datasets for an 80 percent reduction in administrative latency, designed generative AI agents with compliance guardrails, engineered NLP-driven document classification for zero-touch triage, and built semantic search over large document corpora on AWS Bedrock. Stack: Python, OpenAI, n8n, Zapier, Streamlit, CrewAI, LangGraph, LangServe and LangChain.

As a generative AI intern at Hartsfield & Associates PLLC in Houston from March to May 2025, he delivered a retrieval-augmented generation system across immigration, criminal, and estate and probate law. He vectorized more than 1,500 legal documents totaling roughly 80,000 pages into over 20,000 searchable chunks, indexed 47,000 U.S. Code sections and more than 100 active bills, and reached 91 percent Recall@5 with a 37 percent hallucination reduction and sub-three-second query latency. Stack: Python, LangChain, HuggingFace, Streamlit, Docker and Groq running LLaMA 3.1.

As a machine learning engineer at Bitpoint in Kathmandu from January 2020 to August 2022, he built and deployed predictive models and data pipelines supporting production analytics workloads.

## Site navigation

- [Satish K C](https://www.kcsatish.com/): Satish K C is an AI and automation consultant in Houston, Texas who architects retrieval-augmented generation systems, agentic AI workflows and voice AI agents. 27 shipped projects with measured business outcomes.
- [About Satish K C](https://www.kcsatish.com/about): Background, credentials and engagement focus for Satish K C, an AI and automation consultant based in Houston, Texas, specializing in RAG, agentic AI and production LLM systems.
- [Industry Projects](https://www.kcsatish.com/industry-projects): Sixteen client AI and automation case studies by Satish K C covering voice AI receptionists, RAG systems, document intelligence, CRM orchestration and GTM automation, each with problem, methodology, stack and results.
- [Personal Projects](https://www.kcsatish.com/personal-projects): Eleven independent AI and machine learning projects by Satish K C spanning deep learning, generative AI, NLP, computer vision, time-series forecasting and data visualization.
- [Education & Certifications](https://www.kcsatish.com/education): Academic degrees, peer-reviewed publication and professional AI and cloud certifications held by Satish K C, including AWS Certified AI Practitioner and Google Cloud MLOps.
- [Technical Expertise](https://www.kcsatish.com/skills): Technical skills of Satish K C across programming languages, LLM and agent frameworks, cloud AI platforms, data engineering, automation tooling and MLOps practice.
- [Contact Satish K C](https://www.kcsatish.com/contact): Contact Satish K C, AI and automation consultant in Houston, Texas. Email satishkc19@gmail.com for AI, RAG, agentic automation and voice AI engagements.
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