Open to opportunities

Ajeetha User

@ajeethauser

Message

Data science graduate skilled in ML, statistical analysis, and data-driven business insights.

Singapore

Message

What I'm looking for

I'm seeking a data science or analytics role applying ML, statistical analysis and cloud deployment; I value collaborative teams, continuous learning, and measurable business impact.

I am a data science graduate with hands-on experience building machine learning and deep-learning models, and a strong foundation in Python, R and SQL. I translate complex data into actionable insights and have completed projects in CNNs, recommender systems and predictive modelling.

I have applied these skills in practical settings, deploying a CNN for pneumonia detection on AWS SageMaker and improving accuracy with transfer learning, building hybrid NLP recommender systems, and implementing decision-tree classifiers with feature engineering and hyperparameter tuning. I also worked as a Data Analyst at a money exchange company in Singapore, analysing transaction patterns for compliance and risk management while managing cash operations.

I am motivated by continuous learning, collaboration and delivering business impact; I bring leadership experience from university clubs and an enthusiasm for finance, tennis and football that complements my analytical mindset.

Experience

Work history, roles, and key accomplishments

Data Analyst

Anneshah Trading Money Exchange Company

Jul 2023 - Sep 2024 (1 year 2 months)

Conducted data analysis of customer transactions to identify compliance risks, improved cash management processes, and handled high-volume currency exchange operations with identity verification.

Transaction analysis Compliance Risk Management Data Analysis SQL Python Reporting

Data Analyst

Anneshah Trading Money Exchange Company

Jan 2018 - Jun 2023 (5 years 5 months)

Performed customer-facing currency exchange operations, ensured transaction accuracy and regulatory compliance, managed cash drawers, and analyzed transaction patterns to support risk management.

Transaction analysis Compliance Risk Management Excel SQL Customer Service Data Analysis

Education

Degrees, certifications, and relevant coursework

James Cook University Singapore

Bachelor of Science, Data Science

2023 -

Grade: GPA: 4.5/7

Activities and societies: Key modules: Machine Learning, Deep Learning, NLP, Big Data Analytics, Cloud Computing, Statistical Analysis, Python, R, Data Visualization, Database Management & SQL. Academic recognitions include Design Thinking 1 Sprint Certificate of Excellence, Certificate of Mentorship, Leadership for Sustainability award, CEO Lounge participation, SBCC x GIA Challenge 2025 participation, and Hackathon Brilliant Builder Award.

Pursuing a Bachelor of Science in Data Science at James Cook University Singapore with coursework in machine learning, deep learning, NLP, big data analytics, and cloud computing; expected graduation Jan 2026.