Available to hire
I’m a dedicated data scientist and engineer with expertise in predictive modeling, natural language processing, and cloud-native data solutions.
I enjoy building scalable analytics, performing thorough data analysis and error analysis, and expanding analytics capabilities through collaboration and problem-solving.
Work Experience
Software Engineer at NETSOL Technologies Inc.
August 1, 2022 - August 1, 2024Authored a data architecture solution, facilitated visualization capabilities by leveraging Amazon QuickSight, resulting in a 40% increase in user engagement and satisfaction metrics. Cloud Engineer role: leveraged AWS CloudFormation for infrastructure provisioning of Amazon Redshift and QuickSight, guided 82% of answerable questions to user activity using QuickSight Q for NLP querying. Implemented an API using RAG architecture incorporating Amazon SageMaker and Bedrock models, improving information retrieval efficiency by 54% through OpenSearch integration. Improved and deployed a data processing pipeline using Apache Flink (Java), increasing processing efficiency by 25% while managing Amazon MSK clusters and Amazon OpenSearch. Automated large-scale XML data processing via AWS Glue and PySpark, reducing data preparation time by over 50% and enhancing analytics accessibility in Amazon Athena.
Research Assistant - CodeWars at Cardiff University
February 1, 2025 - March 1, 2025Applied prompting techniques like few-shot learning and chain-of-thought, increasing secure-by-default code generation by an estimated 25–30%. Developed MVC-based Java web applications using Spring Boot, achieving over 60% flaw reduction through secure code generation and OWASP-aligned mitigations.
Research Assistant – UniversalCEFR at Cardiff University
June 1, 2025 - PresentIntroduced back-translation–based data augmentation, increasing training data diversity by 30% and improving class balance across proficiency levels. Fine-tuned EuroBERT on Welsh CEFR datasets, yielding a 12–18% F1-score improvement on underrepresented proficiency levels. Applied stratified k-fold cross-validation and model evaluation (precision, recall, F1-score, confusion matrices), achieving a 15% overall improvement in classification accuracy across validation datasets.
Education
MSc Data Science And Analytics at Cardiff University
January 1, 2024 - January 1, 2025BSc Computer Science at Ghulam Ishaq Khan Institute (GIKI)
January 1, 2018 - January 1, 2022Qualifications
AWS Certified Data Analytics – Specialty
January 11, 2030 - December 25, 2025AWS Certified Data Engineer – Associate
January 11, 2030 - December 25, 2025DeepLearning.AI Generative AI with Large Language Models
January 11, 2030 - December 25, 2025IBM Introduction to Data Engineering
January 11, 2030 - December 25, 2025Industry Experience
Computers & Electronics, Software & Internet, Education
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