Data Scientist @ KPMG Applied Intelligence, Dublin, Ireland | Learner
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HP
Data Scientist
June 16, 2026 – Present
Balancing-Content-Size-In-RAG-Text2SQL-System
January 13, 2025 – January 13, 2025
Experiments testing performance of RAG+Text2SQL system based on changing content of RAG files, trying to find optimal content structure for RAG files in Text2SQL problem set.
View ProjectProduct-Category-Prediction
September 10, 2021 – September 10, 2021
Machine learning pipeline to predict relevant categories based on a product name and product description, using NLP and Deep learning concepts.
View ProjectDrug-Similarity-and-Link-Prediction-using-Graph-Embeddings-on-Medical-Knowledge-Graph
August 24, 2021 – October 2, 2021
Utilizing graphical neural networks and embeddings on a medical database KEGG to perform link predictions and drug similarity systems.
View ProjectData-Visualisation-Using-R
March 28, 2021 – May 1, 2021
Visualization of some real-life dataset using different methodology using GGPlot (R)
View ProjectQuestion-Paraphrasing-System
March 21, 2021 – April 5, 2021
The task is to generate paraphrased questions, that is questions that have the same meaning but are different in terms of the vocabulary and grammar of the sentence The training data is derived from the Datasets of Paraphrased SQuAD Questions and consists of 1,118 paraphrased questions. The evaluation consists of 100 questions also derived from the Stanford Question Answering Dataset
View ProjectVehicle-Detection-Classification-YOLO-MobileNet
March 4, 2021 – March 27, 2021
Created a computer vision pipeline to detect and classify cars as SUVs or sedans using transfer learning on Mobilenet and object detection using YOLOv3.
View ProjectNeural-Machine-Translation-Keras-Attention
February 13, 2021 – May 24, 2021
Machine translation using LSTM Model. Created two translation models with/without attention mechanisms for translation between French-English and German-English.
View ProjectFeature-Selection-Using-Genetic-Algorithm
February 2, 2021 – February 2, 2021
Feature selection is performed using genetic algorithm to make a robust predictive model on the Boston dataset.
View ProjectDrowsiness-Detection-OpenCV
December 16, 2020 – December 17, 2020
Python application to assist drivers to alert when they feel drowsy and thus reduce the number of accidents.
View ProjectForce-Directed-Graph-Layout
December 10, 2020 – December 11, 2020
An interesting application of gradient descent aims to stabilize any input graph such that the forces applied on each node are minimum and the overall model is stable. Visualization is perform using NetworkX.
View ProjectCultural Fit Analysis
The candidate's project portfolio demonstrates a strong interest and initiative in Data Science, which aligns with a target role in the field. However, the lack of professional experience and team-based projects makes it difficult to assess cultural fit comprehensively. All listed projects are personal, which limits insight into collaboration and professional work environments. The experience level of 0 and a future start date for professional experience suggest this candidate is likely a recent graduate or entering the professional workforce, which might not align with senior-level expectations for cultural fit without further information.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's experience level is listed as 0, and the only listed professional experience has a future start date, indicating a lack of professional work history. Psychometric test results are not provided.