Available to hire
I am a passionate computer science student at the National University of Singapore, expected to graduate in May 2026, with a minor in Mathematics. I have hands-on experience in software development, data analysis, machine learning, and quantitative research through various internships and projects in Singapore.
My journey so far includes developing AI-based tools, creating automated data pipelines, and building personal finance applications. I enjoy working at the intersection of technology and practical applications to solve real-world problems, and I’m constantly looking to learn new skills in programming, AI, and data-driven solutions.
Language
Amharic
Advanced
Javanese
Advanced
Aragonese
Intermediate
Work Experience
Software Engineer Intern at Astignes Capital
June 1, 2025 - PresentDeveloped an AI-based VS Code editor extension powered by quantized local LLMs and a local indexing system featuring inline code completion, code refactoring, and agentic capabilities. Implemented a Language Server following the Language Server Protocol to provide language support across multiple IDEs.
Data Analyst Intern at GIC
June 1, 2025 - August 23, 2025Created Python automation scripts for Private Equity Strategists to streamline due diligence pipelines through algorithmic generalization across diverse datasets. Built data ingestion pipelines for company documents, extracting key insights such as churn and downgrade metrics. Performed targeted web scraping to enhance data extraction efficiency.
Machine Learning Engineer Intern at Total eBiz Solutions
August 1, 2024 - August 23, 2025Implemented Enterprise Knowledge Discovery Generative AI (EKGAI) leveraging large language models to understand natural language queries accurately. Deployed retrieval-augmented generation (RAG) to provide enhanced, contextually relevant answers using data from diverse sources.
Data Analyst Intern at Quest
February 1, 2024 - August 23, 2025Developed a dynamic recommendation system using machine learning and Python, adapting to evolving user needs and quest categories. Implemented a targeted notification blast feature based on user interest and location to improve engagement accuracy. Conducted ad-hoc data analytics and created data pipelines to refine weekly metrics for enhanced inter-team insights.
Quantitative Research Consultant (Contract) at WorldQuant
April 1, 2024 - August 23, 2025Created mathematical models for US and China stock markets with long-short market-neutral equity trading strategies based on fundamental and technical analysis. Achieved top-performing models with Sharpe ratios of 2.04 (China) and 2.13 (USA).
Software Engineer Intern at Astignes Capital
June 1, 2025 - PresentDeveloped an AI-based VS Code editor extension powered by quantized local large language models and a local indexing system featuring inline code completion, code refactoring, and agentic capabilities. Implemented a Language Server using the Language Server Protocol architecture to support multiple IDEs from a single language server.
Data Analyst Intern at GIC
June 1, 2025 - August 23, 2025Created Python-based automation scripts for Private Equity Strategists to streamline due diligence processes through algorithmic generalization across diverse company datasets. Implemented data pipelines for document ingestion and manipulation to extract key financial metrics like churn, downgrade, NDR, and GDR. Conducted targeted web scraping for efficient data extraction.
Machine Learning Engineer Intern at Total eBiz Solutions
August 1, 2024 - August 23, 2025Implemented Enterprise Knowledge Discovery Generative Artificial Intelligence (EKGAI) utilizing large language models for natural language understanding to accurately interpret queries. Developed semantic and contextual analysis capabilities and deployed retrieval-augmented generation (RAG) to enhance answers from diverse data sources.
Data Analyst Intern at Quest
February 1, 2024 - August 23, 2025Developed a dynamic recommendation system using machine learning and Python that adapts to evolving user needs and categories. Implemented notification blasts based on user interests and location tags to improve targeting and engagement. Conducted ad-hoc data analytics, created new data pipelines, and revised weekly metrics for enhanced team insights.
Quantitative Research Consultant (Contract) at WorldQuant
April 1, 2024 - August 23, 2025Developed mathematical models for long-short market-neutral equity trading strategies for the USA and China stock markets using fundamental and technical analysis. Achieved top performance with Sharpe ratios of 2.13 for the USA region and 2.04 for the China region.
Education
Bachelor of Computing in Computer Science with a Minor in Mathematics at National University of Singapore
January 11, 2030 - May 1, 2026Bachelor of Computing in Computer Science with a Minor in Mathematics at National University of Singapore
January 11, 2030 - May 1, 2026Qualifications
WorldQuant Challenge Global Ranking 162/38441 (Top 0.4%), Singapore Ranking 22/2756 (Top 0.8%)
January 11, 2030 - August 23, 2025Jane Street NUS Estimathon - 4th position in NUS
January 11, 2030 - August 23, 2025WorldQuant Challenge: Global ranking 162/38441 (Top 0.4%), Singapore Ranking 22/2756 (Top 0.8%)
January 11, 2030 - August 23, 2025Jane Street NUS Estimathon: Placed 4th position in NUS
January 11, 2030 - August 23, 2025Industry Experience
Software & Internet, Financial Services, Education, Professional Services
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