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iM Global Partner — Data Aggregation & Scoring

iM Global Partner
June 2024 - August 2024
Team of 2
Full-stack + ML GlueAsset Management, Data Ops

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iM Global Partner Data Dashboard

iM Global Partner Analytics

iM Global Partner Analytics

iM Global Partner ML Scoring

iM Global Partner ML Scoring

iM Global Partner Analytics

iM Global Partner Analytics

iM Global Partner ML Scoring

iM Global Partner ML Scoring

iM Global Partner ML Scoring

iM Global Partner ML Scoring

About This Project

Built a data aggregation and ML scoring system for asset management, combining headless scraping, AI classification, and data-dense dashboards for financial analysis.

Duration & Team

This project was completed over 1-2 weeks with a team of 2 people.

Technologies Used

PuppeteerPythonFlaskReactJavaScriptWeb ScrapingMachine LearningData Processing

Key Achievements

  • Headless scraping from multiple portals; normalization

  • AI/ML scoring service (Flask) to group/classify items

  • Data-dense UI with tables, sorting, filters per client needs

Skills & Lessons Learned

  • Resilient scraping (selectors, captchas, throttling)

  • Data quality checks, dedupe, schema mapping

  • Service boundaries: JS frontend ↔ Python scoring API

  • Handling PII and secure ops for financial contexts