Global Emerging Market Equities, Propitious Research

Wium Malan, CFA

Global Emerging Market Equities

Independent, Fundamental Quantitative Research

Propitious Research

Fully independent, fundamental and quantitative equity research, focused on companies in the Telecommunication, Media, Technology, Internet and Healthcare sectors in the Global Emerging Markets. Idea generation focused on Quality stocks, trading below their intrinsic Value, with sound Corporate Governance.

Quantitative Analysis

<ul>
<li>An overview (and output) of our machine learning-driven GEM screening model, which seeks to find the best medium-term long ideas within the top 100 stocks in the MSCI GEM Index.</li>
<li>The model is based on 1) a quantitative multifactor screening model, enhanced by two AI Technology-based approaches; 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model.</li>
<li>Developed over roughly 4 years and implemented in its current state for over 3 years, the model has a solid real-world alpha-generating performance track record, discussed in detail below.</li>
</ul>


An overview (and output) of our machine learning-driven GEM screening model, which seeks to find the best medium-term long ideas within the top 100 stocks in the MSCI GEM Index.
The model is based on 1) a quantitative multifactor screening model, enhanced by two AI Technology-based approaches; 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model.
Developed over roughly 4 years and implemented in its current state for over 3 years, the model has a solid real-world alpha-generating performance track record, discussed in detail below.


Asia Pac IPO & Placement Research, China biotech, Aequitas Research

Ke Yan, CFA, FRM

Asia Pac IPO & Placement Research, China biotech

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.

<ul>
<li>We analyzed the changes in foreign holdings of KRX Stocks as of May 31st which has an aggregated holding worth USD515.2bn.</li>
<li>We estimate that foreign flows to be outflows of USD1,106mln. We tabulate the league table for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.</li>
<li>We highlight foreign changes in Sk Hynix, Doosan Enerbility, Hd Hyundai Elect, Samsung Electronics, Lg Chem, Samsung SDI.</li>
</ul>


We analyzed the changes in foreign holdings of KRX Stocks as of May 31st which has an aggregated holding worth USD515.2bn.
We estimate that foreign flows to be outflows of USD1,106mln. We tabulate the league table for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.
We highlight foreign changes in Sk Hynix, Doosan Enerbility, Hd Hyundai Elect, Samsung Electronics, Lg Chem, Samsung SDI.


KRX Foreign Holding Weekly (May 31st): Sk Hynix, Samsung Electronics

Tracking developments across tech supply chains, Tech Supply Chain Tracker

Tech Supply Chain Tracker

Tracking developments across tech supply chains

Equity Bottom-Up

Guangzhou Automobile Group  / Equity Bottom-Up

<ul><li>Groundhog Tech focuses on expanding 5G in SE Asia to drive growth in the region's tech industry</li><li>Skymizer introduces ET2 LPU and LLM system platform to enter the chip IP market and enhance its offerings</li><li>Samsung increases staff at Japan lab for chip packaging innovations, while Malaysia plans to invest in chip ecosystem development</li></ul>

Groundhog Tech focuses on expanding 5G in SE Asia to drive growth in the region's tech industrySkymizer introduces ET2 LPU and LLM system platform to enter the chip IP market and enhance its offeringsSamsung increases staff at Japan lab for chip packaging innovations, while Malaysia plans to invest in chip ecosystem development

Tech Supply Chain Tracker (31-May-2024): Groundhog Tech eyes SEA growth as 5G expands.

External broker reports(aggregated public sources), CMB International

CMB International

External broker reports(aggregated public sources)

Incorporated in Hong Kong, supported by the mainland and targeting in global market, CMB International Capital Corporation Limited (“CMBI”) is an integrated financial institution providing comprehensive and professional services. As a wholly-owned subsidiary of China Merchants Bank ("CMB"), by leveraging on the Group’s synergy and coordination in domestic and overseas markets, as well as CMB’s strong resources and outstanding social reputation, CMBI and its subsidiaries have been actively implementing diversified business strategies and set up an overall layout of main business segments including Corporate Finance, Asset Management, Wealth Management, Global Markets and Structured Finance, etc. Adhering to the philosophy of “being clients oriented and increasing our own values by the way of creating value for clients”, CMBI endeavors to provide quality and integrated financial services to institutional, corporate and individual customers both domestic and overseas including Hong Kong IPO sponsorship and underwriting, share placement and rights issue for listed companies, financial advisors, bonds issuance services, asset management, direct investment, wealth management, equity sales and trading, etc.

Thematic (Sector/Industry)

<ul><li>The global foundry sales reached US$117bn in 2023, according to Counterpoint.</li><li>The sector showed signs of stabilization in 2H23, helped by surging demand for AI chips and inventory restocking.</li><li>The market growth turned positive to 6.5% and 9.8% QoQ in 3Q/4Q23, per Counterpoint. We hold a positive outlook for semi foundry sector. </li></ul><p><em>Content is external broker report sourced from online content aggregator through publicly available sources and is displayed below for general informational purposes only. Refer full disclaimer below.</em></p>

The global foundry sales reached US$117bn in 2023, according to Counterpoint.The sector showed signs of stabilization in 2H23, helped by surging demand for AI chips and inventory restocking.The market growth turned positive to 6.5% and 9.8% QoQ in 3Q/4Q23, per Counterpoint. We hold a positive outlook for semi foundry sector. Content is external broker report sourced from online content aggregator through publicly available sources and is displayed below for general informational purposes only. Refer full disclaimer below.

Semi - Global Foundry Sector Stabilizing in 2024, Modest Recovery Expected in 2025

Equity Long-Short, Semiconductors, Fabricated Knowledge

Douglas O'Laughlin

Equity Long-Short, Semiconductors

Fabricated Knowledge

Learn more about the world's most important manufactured product. Meaningful insight, timely analysis, and an occasional investment idea.

<ul><li>I had the opportunity to talk about the CHIPS Act’s progress with two people at the program office.</li><li>I really think this is a great step in the right direction, and we talk about some of the misconceptions of the CHIPS program, and more.</li><li>Today will be a pretty special interview podcast, and I have Dan Kim and Hassan Khan from the CHIPS program.</li></ul>

I had the opportunity to talk about the CHIPS Act’s progress with two people at the program office.I really think this is a great step in the right direction, and we talk about some of the misconceptions of the CHIPS program, and more.Today will be a pretty special interview podcast, and I have Dan Kim and Hassan Khan from the CHIPS program.

An Interview with Dan Kim and Hassan Khan of the CHIPS Program Office

South Korea

Samsung Electronics Co., Ltd. manufactures a wide range of consumer and industrial electronic equipment and products such as semiconductors, personal computers, peripherals, monitors, televisions, and home appliances including air conditioners and microwave ovens. The Company also produces Internet access network systems and telecommunications equipment including mobile phones.

Samsung Electronics Pref Shares (005935 KS)

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Samsung Electronics Pref Shares (005935 KS)

Screening for GEMs: June 2024

This insight provides an overview of our, machine learning-driven, proprietary GEM screening model, based on a Multifactor model, a Deep Neural...

Wium Malan, CFA

KRX Foreign Holding Weekly (May 31st): Sk Hynix, Samsung Electronics

We analyzed KRX foreign holding data for the past week and highlighted foreign holding changes in Sk Hynix, Doosan Enerbility, Hd Hyundai Elect,...

Ke Yan, CFA, FRM

Tech Supply Chain Tracker (31-May-2024): Groundhog Tech eyes SEA growth as 5G expands.

Groundhog Tech, Skymizer, Samsung, Himax, China, BC Award, Malaysia, and Coherent face key developments in chip technology and investments,...

Tech Supply Chain Tracker

Semi - Global Foundry Sector Stabilizing in 2024, Modest Recovery Expected in 2025

The market growth turned positive to 6.5% and 9.8% QoQ in 3Q/4Q23, per Counterpoint. We hold a positive outlook for semi foundry sector.

CMB International

An Interview with Dan Kim and Hassan Khan of the CHIPS Program Office

How the CHIPS Program office plans to divert the future of Semiconductors back to America. I had the opportunity to talk about the CHIPS Act’s...

Fabricated Knowledge

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52-week Range

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