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Meet Dalvir Mandara

Dalvir Mandara

Dalvir Mandara leads AI Research at Macro Hive. He holds a BSc in Mathematics and Computer Science and an MSc in Mathematical Finance from the University of Birmingham. His research focuses on applying machine learning (ML), natural language processing (NLP), and generative AI (GenAI) to financial markets, with a focus on large language models (LLM) and multi-agentic systems. Dalvir brings together extensive experience in software development, AI research engineering, and cloud computing, and previously worked in the FinTech sector applying AI and high-performance computing to investment analytics.

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Recent Articles

AI Reflections: Which LLM Performs Best? Our Benchmark Says Fine-Tuning Wins

Dalvir Mandara, Eric Wang, Bilal Hafeez

Not a day goes by without a new LLM model hitting the market, each claiming to outperform the rest on some benchmark leaderboard. But these self-reported scores often deserve scepticism. Much like marking your own homework, these evaluations can be misleading. For starters, many benchmark datasets – or even their answers – might appear in […]

  1. How Much of Your Portfolio Should You Allocate to Crypto?

    Dalvir Mandara

    We investigate what impact minor allocations (1% to 5%) of crypto in a portfolio of well-diversified assets have on the overall portfolio performance. 

  2. Crypto Index Tracker: All Sectors in the Red

    Dalvir Mandara

    Weak earnings reports in the tech sector weighed on crypto markets this week. The S&P 500 and the Nasdaq slumped yesterday after Tesla and Netflix shares plunged following the release of their quarterly earnings.

  3. Crypto Index Tracker: Smart Contracts Lead the Pack as Crypto Indexes See Green

    Dalvir Mandara

    Bitcoin hit a 13-month high of $31,500 yesterday before falling below $30,000 after the US ADP private sector employment report revealed 497,000 private-sector jobs were added in June against expectations of 220,000.

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