AMARDEEP SINGH

Lead Data Engineer – Fundamental Equity Team

• Collaborate with stakeholders to identify and source the best alternative datasets aligned with investment theses, ensuring actionable insights for strategic decision-making.
• Develop highly optimized data scrapers to extract alternative data from diverse sources, including websites, PDFs, and APIs, while implementing robust scheduling pipelines for seamless data flow.
• Design and enforce rigorous data quality checks to deliver reliable and accurate datasets to stakeholders, maintaining high standards of integrity.
• Create insightful data visualization reports to identify trends and support stakeholder analysis, enabling data-driven decisions.
• Efficiently manage large-scale data storage, optimizing data structures and implementing alert systems to proactively address data gaps and ensure continuity.

Associate Data Engineer – Data Strategy & Solutions Team, Portfolio Management Group

• Contributed to the Data Strategy & Solutions team, delivering alternative data solutions to support all investment teams.
• Designed and developed Scrapy spiders for data extraction, along with pipeline modules to ingest, process, and store data in BigQuery after applying filtration and validation rules.
• Analyzed datasets to identify alpha-generating opportunities and presented data insights to stakeholders, driving informed investment decisions.
• Led a team of data engineers focused on data extraction, ensuring efficient processes and high-quality outputs.
• Built and automated ETL workflows, enhancing data pipeline efficiency and scalability.

Senior Data Analyst – Competitive Intelligence (Center of Excellence) Team

• Designed and developed a web harvesting tool to automate the end-to-end process of large-scale data extraction, including individual module development and seamless integration.
• Built tool capabilities to handle dynamic scenarios, accept user inputs, extract data from multiple websites, and generate crawler scripts for various use cases.
• Automated repetitive manual tasks by developing robust scripts, improving productivity and accuracy across processes.

• Designed and developed over 200+ data scraping bots with advanced capabilities to bypass anti-bot security measures and captchas, ensuring efficient and reliable data extraction.
• Extracted and transformed unstructured data from images and PDFs into structured formats using advanced data structures and logic-based algorithms
• Conducted in-depth analysis of real estate data to generate actionable insights and deliver value to clients.