HarmoniQ Insights

William Mann

Independent Insight Provider

At HarmoniQ Insights, we empower investors to enhance their investment strategies by integrating cutting-edge quantitative research processes and technologies. Our solutions provide access to leading quantitative data providers and services, tailored to align with each client’s unique goals. By bridging the gap between traditional investment approaches and advanced data-driven methods, we help clients gain a competitive edge through innovation in both process and technology.

Cross Asset Strategy

<ul>
<li>A Comprehensive Guide to Building AI-Powered Investment Systems: The application of Large Language Models (LLMs) in quantitative finance, focusing on the current state of LLM technology in financial applications </li>
<li>I also cover: 1. Comparative analysis of leading models                2. Implementation frameworks for production systems 3. Risk management and quality control considerations </li>
<li>Key Findings: 1. Multi-model approaches outperform single-model solutions 2. Production implementation requires robust quality controls 3. Model selection should be task-specific within the investment process </li>
</ul>


A Comprehensive Guide to Building AI-Powered Investment Systems: The application of Large Language Models (LLMs) in quantitative finance, focusing on the current state of LLM technology in financial applications 
I also cover: 1. Comparative analysis of leading models                2. Implementation frameworks for production systems 3. Risk management and quality control considerations 
Key Findings: 1. Multi-model approaches outperform single-model solutions 2. Production implementation requires robust quality controls 3. Model selection should be task-specific within the investment process 


The LLM Quant Revolution: From ChatGPT to Wall Street

US-EU Index & Corporate Actions Analyst

Harry Kalfas

Event-Driven

<ul>
<li>
<a href="https://www.smartkarma.com/entities/ares-management-corp" target="_blank" data-smartkarma-citation="entities:28771:1" rel="noopener">Ares Management (ARES US) </a>entered into a definitive agreement a $3.7 billion acquisition of GLP Capital Partners’ international operations.</li>
<li>The acquisition is structured with a mix of cash and stock, including performance incentives.</li>
<li>The deal, subject to regulatory approvals, will impact Ares’ presence in a global and a major US index, potentially creating significant passive demand.</li>
</ul>



Ares Management (ARES US) entered into a definitive agreement a $3.7 billion acquisition of GLP Capital Partners’ international operations.
The acquisition is structured with a mix of cash and stock, including performance incentives.
The deal, subject to regulatory approvals, will impact Ares’ presence in a global and a major US index, potentially creating significant passive demand.


Ares Management’s $3.7 Billion Acquisition: Shift for the U.S. And Global Index

Head of Research, IPOs & Placements, Aequitas Research

Sumeet Singh

Head of Research, IPOs & Placements

IPOs and Placements coverage across Asia Pacific

Aequitas Research

We cover all listing across the Asia Pacific along with follow-up placements. As of Dec 2020, our team had covered 539 IPOs with a hit rate of 73.5% and 685 placements with a hit rate of 66.8%.

We combine fundamental bottom-up views with our proprietary quantitative framework to provide a holistic coverage across new listings and placements. Our coverage includes pre-IPO notes before the deal is launched, follow-up analysis once the deal is live and post-listing trading analysis as well.

Equity Capital Markets

Kioxia Holdings  / Equity Capital Markets

<ul>
<li>
<a href="https://www.smartkarma.com/entities/kioxia-holdings-corp" target="_blank" data-smartkarma-citation="entities:29243:1" rel="noopener">Kioxia Holdings (285A JP)</a> is aiming to raise around US$840m (including over-allocation) in its Japan IPO.</li>
<li>It was the world’s largest pure-play NAND flash memory supplier, in terms of both revenue and unit shipments in 2023, according to TechInsights.</li>
<li>We have looked at the company’s past performance in our previous notes. In this note, we will talk about the IPO valuations.</li>
</ul>



Kioxia Holdings (285A JP) is aiming to raise around US$840m (including over-allocation) in its Japan IPO.
It was the world’s largest pure-play NAND flash memory supplier, in terms of both revenue and unit shipments in 2023, according to TechInsights.
We have looked at the company’s past performance in our previous notes. In this note, we will talk about the IPO valuations.


Kioxia IPO - Should Price at the Top, Though Peers Are Still Correcting

<ul>
<li>
<a href="https://www.smartkarma.com/entities/kioxia-holdings-corp" target="_blank" data-smartkarma-citation="entities:29243:1" rel="noopener">Kioxia Holdings (285A JP)</a> is aiming to raise around US$700m (including over-allocation) from its Japan IPO.</li>
<li>It was the world’s largest pure-play NAND flash memory supplier, in terms of both revenue and unit shipments in 2023, according to TechInsights.</li>
<li>We have looked at the company's past performance in our earlier notes. In this note we talk about valuations.</li>
</ul>



Kioxia Holdings (285A JP) is aiming to raise around US$700m (including over-allocation) from its Japan IPO.
It was the world’s largest pure-play NAND flash memory supplier, in terms of both revenue and unit shipments in 2023, according to TechInsights.
We have looked at the company's past performance in our earlier notes. In this note we talk about valuations.


<ul>
<li>Aequitas Research's weekly update on the IPOs, placements, lockup expiry and other ECM linked events that were covered by the team over the past week.</li>
<li>On the IPOs front, listing in the past week didn't do much, while a number of comapnies are still looking to beat the year end deadline.</li>
<li>On the placements front, there were a number of secondary selldowns in Japan.</li>
</ul>


Aequitas Research's weekly update on the IPOs, placements, lockup expiry and other ECM linked events that were covered by the team over the past week.
On the IPOs front, listing in the past week didn't do much, while a number of comapnies are still looking to beat the year end deadline.
On the placements front, there were a number of secondary selldowns in Japan.


ECM Weekly (2nd Dec 2024) - Kioxia, FineToday, MNC Solutions, JST, Pateo, Carraro, Hulic, Sanrio

United States

Alphabet, Inc. operates as a holding company. The Company, through its subsidiaries, provides web-based search, advertisements, maps, software applications, mobile operating systems, consumer content, enterprise solutions, commerce, and hardware products.

Price Gauge
52-week Range	0.00 - 0.00
Market Cap (USDm)	0.00
P/E	0.00
Dividend (Yield)	0.00

Alphabet (GOOG US)

The LLM Quant Revolution: From ChatGPT to Wall Street

Learn how to build AI-powered investment systems using Large Language Models, including comparative analysis, implementation frameworks, and key...

William Mann

Ares Management’s $3.7 Billion Acquisition: Shift for the U.S. And Global Index

Ares Management's $3.7B acquisition of GLP Capital’s international ops enhances its footprint and index presence, driving potential passive demand.

Harry Kalfas

Kioxia IPO - Should Price at the Top, Though Peers Are Still Correcting

Kioxia Holdings (285A JP) is aiming to raise around US$840m (including over-allocation) in its Japan IPO. In this note, we talk about the IPO pricing.

Sumeet Singh

Kioxia Pre-IPO - Thoughts on Valuations

At the final price range kioxia still offers enough upside even from the top-end, even after we apply a discount to its valuation versus its listed...

Sumeet Singh

ECM Weekly (2nd Dec 2024) - Kioxia, FineToday, MNC Solutions, JST, Pateo, Carraro, Hulic, Sanrio

Aequitas Research's weekly update on the IPOs, placements, lockup expiry and other ECM linked events that were covered by the team over the past week.

Sumeet Singh

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

The LLM Quant Revolution: From ChatGPT to Wall Street

​Learn how to build AI-powered investment systems using Large Language Models, including comparative analysis, implementation frameworks, and key...

William Mann

Ares Management’s $3.7 Billion Acquisition: Shift for the U.S. And Global Index

Ares Management's $3.7B acquisition of GLP Capital’s international ops enhances its footprint and index presence, driving potential passive demand.

Harry Kalfas

Kioxia IPO - Should Price at the Top, Though Peers Are Still Correcting

Kioxia Holdings (285A JP) is aiming to raise around US$840m (including over-allocation) in its Japan IPO. In this note, we talk about the IPO pricing.

Sumeet Singh

Kioxia Pre-IPO - Thoughts on Valuations

At the final price range kioxia still offers enough upside even from the top-end, even after we apply a discount to its valuation versus its listed...

Sumeet Singh

ECM Weekly (2nd Dec 2024) - Kioxia, FineToday, MNC Solutions, JST, Pateo, Carraro, Hulic, Sanrio

Aequitas Research's weekly update on the IPOs, placements, lockup expiry and other ECM linked events that were covered by the team over the past week.

Sumeet Singh

Learn how to build AI-powered investment systems using Large Language Models, including comparative analysis, implementation frameworks, and key...