UBC MATHEMATICSPREV DATA ANALYST @ APERA AI

Harshpreet Singh

AI + Data Scientist

Resume
Python /
SQL /
Power BI /
AWS /
Node.js /
PostgreSQL /
Docker /
JavaScript /
Python /
SQL /
Power BI /
AWS /
Node.js /
PostgreSQL /
Docker /
JavaScript /
Python /
SQL /
Power BI /
AWS /
Node.js /
PostgreSQL /
Docker /
JavaScript /
Python /
SQL /
Power BI /
AWS /
Node.js /
PostgreSQL /
Docker /
JavaScript /
Python /
SQL /
Power BI /
AWS /
Node.js /
PostgreSQL /
Docker /
JavaScript /
Python /
SQL /
Power BI /
AWS /
Node.js /
PostgreSQL /
Docker /
JavaScript /
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++++About

Turning data into decisions.

Where rigorous Math meets applied AI and Data Science.

I'm a fourth-year Mathematics student at UBC building toward a career at the intersection of generative AI and data science. My interests sit where rigorous analysis meets practical AI systems: turning messy data into clear decisions, and building tools that put language models to work on real problems.

EducationUBC '27
Projects shipped4+
Certifications6+
Co-opApera AI
++++Capabilities

What I bring to the table.

The tools and disciplines I reach for on every build.

Data & BI Tools

Power BI, PostgreSQL, OracleDB, Excel, HubSpot.

Languages

Python, SQL, R, JavaScript, C++, Java, C#.

Cloud & GenAI

AWS fundamentals, LLM concepts, RAG pipelines.

Data Libraries

Pandas, NumPy, Scikit-learn, Plotly, Matplotlib.

Backend & Web

Node.js, Express, REST APIs, HTML/CSS.

DevOps & Tools

Git, GitHub, Docker, CI/CD, Jira.

++++Credentials

Certified, and still learning.

A running list of credentials I've earned, with a couple still in progress.

AWS · CLF-C02AWS Certified Cloud PractitionerIn Progress
AWS Skill BuilderCloud Practitioner EssentialsCompleted
Google CloudIntroduction to Generative AICompleted
CourseraGoogle Data AnalyticsCompleted
AWS · CLF-C02AWS Certified Cloud PractitionerIn Progress
AWS Skill BuilderCloud Practitioner EssentialsCompleted
Google CloudIntroduction to Generative AICompleted
CourseraGoogle Data AnalyticsCompleted
DataCampAssociate Data AnalystCompleted
DataCampData Analyst in Power BICompleted
DataCampAssociate Data Analyst in SQLCompleted
LeetCodeSQL 50 BadgeCompleted
DataCampAssociate Data AnalystCompleted
DataCampData Analyst in Power BICompleted
DataCampAssociate Data Analyst in SQLCompleted
LeetCodeSQL 50 BadgeCompleted
++++Selected Work

Things I've built.

A few projects that show how I think and build.

++++Writing

Notes & write-ups.

Everything I write gets filed into one of three categories.