About Me

Machine Learning enthusiast currently learning and exploring NLP and Computer Vision fields. Committed to continuous learning and embracing challenges in the tech world.

  • Name: Kristina Ghimire
  • Address: Bhaktapur, Nepal
  • Phone: 9840780361
  • Email: [email protected]

Education

May 2021 - May 2025

Bachelor of Engineering, Computer Engineering

IOE, Thapathali Campus
Jul 2017 - Jun 2019

High School

Nobel Academy

Experience

Apr 2025 - Present

Associate Machine Learning Engineer

Ekbana

Built backend APIs for AI applications and developed agentic workflows using MCP and orchestration frameworks. Fine-tuned open-source language models and contributed to AI research on LLMs and multi-agent systems.

Dec 2024 - Mar 2025

Machine Learning Trainee

Ekbana

Developed machine learning models and backend APIs for production-oriented applications. Designed and implemented multi-agent systems and ML solutions.

Jan 2026

Poster Presenter

AAAI | Singapore

Presented "Learning Collaborative Reasoning Strategies Through Trust-Weighted Multi-Agent Consensus" at the WMAC Bridge Program on Advancing LLM-based Multi-Agent Collaboration.

May 2025 - Aug 2025

Research Training

NRCC

Conducted research on improving efficiency and reducing the size of Small Language Models (SLMs) using scientific research methodologies.

Apr 2024

AI Fellowship

Fusemachine

Built a strong foundation in AI and gained hands-on experience through projects.

Dec 2022

Data Fellowship

Code For Nepal

Learned data science fundamentals through Datacamp as part of the fellowship program.

Certificates

Feb 2023

Become a Python Master Course

Programiz
Nov 2023

Mathematics for Machine Learning and Data Science Specialization

DeepLearning.AI | Coursera
Jul 2023

Machine Learning Specialization

DeepLearning.AI | Coursera
Jan 2025

Deep Learning Specialization

DeepLearning.AI | Coursera

Services

Machine Learning & AI

Backend API Development

Agentic AI Systems

My Skills

Languages

Python

Libraries

NumPy Pandas OpenCV Matplotlib spaCy Scikit-learn

Frameworks & Tools

PyTorch Django FastAPI LangChain LangGraph AWS Lambda

My Projects

Chitran

Chitran

CV | NLP | Major Project

End-to-end Nepali festive poster generator from English prompts using fine-tuned M2M-100 and Stable Diffusion v1.5, with custom text rendering and an automated generation pipeline.

Face Segmentation

Face Segmentation

CV | Self Project

YOLOv8 instance segmentation model for facial components including eyes, ears, nose, mouth, and eyebrows — designed as a foundation for facial similarity analysis.

Math Word Problem Solver

Math Word Problem Solver

NLP

Solves math word problems from text and image inputs using a fine-tuned BART model, OCR integration, and a recommendation module for similar practice problems.

ResuMate

ResuMate

NLP | Minor Project

Automated resume screening system that ranks candidates against job descriptions using FastText embeddings and weighted semantic similarity scoring.

Contact Me