Looking for a job

Manish Seal

@manishseal

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Data scientist focused on applied ML, data visualization, and actionable analytics.

Singapore

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What I'm looking for

I seek roles applying ML and data visualization to solve business problems, with opportunities for hands-on model work, impact-driven analytics, and cross-functional collaboration.

I am a data scientist with a strong foundation from the National University of Singapore, specializing in statistical methodology and practical machine learning. I have applied CNNs for image classification, built regression models for trip-duration prediction, and produced election EDA work — all demonstrating an ability to translate data into business value.

In industry roles at SAP Asia, I ran bias and jailbreak tests on LLMs, improved LLM prompt performance by 20%, automated Power BI reporting, cleaned demand-management data, and helped build CRM dashboards to improve stakeholder decision-making.

Experience

Work history, roles, and key accomplishments

Assosciate

Infosys

Jun 2025 - Dec 2025 (6 months)

Development & Testing: Gain hands-on experience writing clean, efficient code (Java/SQL) and validating functionality through testing.
Solution Design: Collaborate with teams to translate business needs into technical designs.
Implementation Support: Learn deployment processes and troubleshooting for seamless transitions.

Spring Boot Spring Angular TypeScript SQL MongoDB Java

AI Engineer

SAP Asia Pte. Ltd.

Jan 2025 - Jun 2025 (5 months)

Ran bias and jailbreak testing on LLM systems using SAP’s Veritas AI, and developed prompts for a job-descriptor generator, improving generated output quality by 20%.

Prompt Engineering Veritas AI Python Model Evaluation NLP

Data Analyst

SAP Asia Pte. Ltd.

Jun 2024 - Dec 2024 (6 months)

Cleaned and prepared demand-management data to improve analysis accuracy and supported building a CRM dashboard delivering a unified client view for management.

Data Cleaning Power BI SQL

Business Operations

SAP Asia Pte. Ltd.

Jan 2024 - May 2024 (4 months)

Analyzed Excel data to identify improvement areas and delivered forecasts to account executives; automated daily reporting with Power BI to ensure timely stakeholder reporting.

Excel Power BI Data Analysis Forecasting

Education

Degrees, certifications, and relevant coursework

National University of Singapore

Bachelor of Science with Honors, Data Science

2021 -

Activities and societies: Projects: CNN for cloth classification, New York taxi trip duration prediction (regression), German elections EDA; technical skills in Python, R, MySQL, Power BI, Tableau, Scikit-Learn, TensorFlow/Keras.

Pursuing a Bachelor of Science with Honors, majoring in Data Science with specialization in Statistical Methodology; coursework and projects focused on machine learning, statistical analysis, and data visualization.