Sushil Ghimire

AI Engineer building agentic platforms

Currently at Lendi Group, I am building home loan agents that finish journeys in hours.

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Professional Experience

Selected roles across AI engineering, data science, and product delivery.

AI Engineer · Lendi Group

Sydney · Hybrid · 05/2025 – Present

  • Built an internal agent builder platform so teams can create and deploy AI agents without starting from scratch
  • Integrated company systems into MCP tools with an agentic harness and agentic memory management, giving agents unified access to internal services
  • Shipped customer-facing chatbots across home loan funnels — refinance completing end-to-end in as little as 15 minutes
  • Built an AI agent system that helps brokers create and submit deals faster
  • Implemented AIOps for compliance, policy, and governance across agent workflows

AI Engineer · 365homeloans

Sydney · Remote · Contract · 10/2024 – 04/2025

  • Built an AI agent that ingests PDFs, extracts structured data, and auto-fills lender submission forms
  • Designed a document understanding pipeline combining OCR and LLM extraction for mortgage submissions

Senior Data Scientist · Optible.ai

Sydney · 02/2021 – 10/2024

  • Fine-tuned deep learning models for automated grant assessment — 92% accuracy, 80% less processing time
  • Fine-tuned LLMs (Gemini, PaLM) with RAG, FAISS, and LangChain to cut client onboarding from 3 days to 1 hour
  • Led junior data scientists on fine-tuning and deploying AI applications

Machine Learning Engineer · Leapfrog Technology

Seattle · Remote · 01/2019 – 09/2021

  • Developed NLP models for personalized mentor–trainee matching with TensorFlow and GCP
  • Built predictive models for nurse attrition using Scikit-learn and Django
  • Mentored a team of 10 machine learning engineers

ML Engineer (Data Scientist) · Caboom.ai

Nepal · 04/2020 – 01/2021

  • Designed and deployed a recommendation platform for non-technical users
  • Built a scalable recommendation engine pipeline for diverse business needs
  • Created Python tools for data attribute assessment to speed up recommendation builds

Python Developer · Metashrine Pvt. Ltd

Kathmandu · 04/2017 – 10/2018

  • Developed backend for hotel menu and booking systems with Python and Django
  • Containerized applications with Docker and deployed on AWS
Portrait of Sushil Ghimire

About

Results-driven AI engineer and data scientist with 8+ years building end-to-end solutions across fintech and healthcare — from agent platforms and RAG systems to production MLOps.

0+

Years

0

Healthcare

0

Fintech

Core Skills

AI & Agents

MCP Servers, LangChain, LangGraph, Agno, CrewAI, RAG, knowledge bases, AI memory, AIOps, human-in-the-loop

Programming & ML

Python, PySpark, SQL, JavaScript, NLP, PyTorch, Keras, MLOps, feature engineering

Cloud & Data

AWS, GCP, Azure, Spark, Docker, Kubernetes, MySQL, MongoDB, Snowflake

Featured Projects

Nepali NLP

First Python NLP package for Nepali — embeddings, spell correction, summarization, and more.

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Nepali Image Captioning

Published research on Nepali image captioning with deep learning.

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No-code Recommendation System

End-to-end recommendation platform for non-technical users on Vertex AI and Cloud Storage.

Blog Posts

Breaking Language Barriers: Nepali Image Captioning with Deep Learning

Comparing neural architectures for image captioning in Nepali.

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Privacy-Preserving AI: A Guide to Federated Learning

Federated learning with PySyft and PyTorch for privacy-safe ML.

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AI-Powered Mentor Matching: The Tribute Platform Case Study

How profile-matching algorithms improved mentorship engagement.

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Streamlining AI Development with Kedro

Standardizing end-to-end data pipelines for reproducible AI projects.

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Publications

Nepali Image Captioning

IEEE — deep learning approach to image captioning in Nepali.

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Certifications

Deep Learning Specialization

Coursera & deeplearning.ai · 2017 – 2018

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Education

Master of Computer Science

University of Wollongong · ML & Big Data · 2022 – 2024

Bachelor in Computer Engineering

Tribhuvan University · 2014 – 2018

Get in Touch

Based in Sydney, Australia. Open to freelance and contract work — end-to-end ML systems, agent platforms, and Python backends.

[email protected] +61 4321 69 155