Rajan Ghimire Email & Phone Number

Brampton, Ontario, Canada

👉 Deliver engaging instruction in Computer Programming with Python (Levels 1 & 2) and Engineering and Coding with VEX IQ Robotics (Level 1) to students aged 10-14.

Lalitpur District, Nepal

👉 Built a multilingual resume parser and semantic job matcher using LLaMA2, achieving a P@10 of 0.95 and P@20 of 0.92 for keyword extraction, and a MAP of 0.85 for job description matching.👉 Applied quantization techniques to a semantic segmentation model, reducing size by 70% and increasing speed by 32% with only 2% accuracy loss.👉 Built an invoice parser by fine-tuning Donut and table transformers on 30+ samples, recognizing table/cell structures, and extracting key-value pairs with 95% precision and 92% cell coverage, at 1.5 seconds per invoice👉 Developed an orientation-free YOLOv5 object detection model for creatinine and DiAcSpm in medical kits, achieving theta loss of 0.12556 and mAP of 0.13963; Manually collected data (3000+ images) with data augmentation.👉 Developed an SQL database agent to convert human queries to SQL and generate tabular responses/Plotly visualizations; finetuned CodeLlama with LoRA on NSText2SQL + custom datasets, implemented table selection LLM using the same base CodeLlama + LoRA, database connector, prompt formatter, and text-to-SQL-to-viz pipeline.

Lalitpur District, Nepal

👉 Conducted in-depth research and practical implementation of NLP tools and techniques, including NLTK, Spacy, and Word embeddings while mastering NumPy operations and applications.👉Implemented and trained various machine learning and deep learning models, such as PCA, K-Means, Logistic Regression, and Transformers (BERT, XLNET, GPT), using PyTorch and the Hugging Face library for sentiment classification and news classification

Graduate Certificate, Artificial Intelligence & Machine Learning

Bachelor Of Engineering - Be, Computer Software Engineering