Professional Experience

AI consulting, generative AI engineering and machine learning roles

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.