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.


APAC IPOs & Placements, Aequitas Research

Clarence Chu

APAC 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

Indegene Limited / Equity Capital Markets

<ul>
<li>
<a href="https://www.smartkarma.com/entities/indegene-limited" target="_blank" data-smartkarma-citation="entities:36629:1" rel="noopener">Indegene Limited (1864095D IN)</a> is looking to raise about US$220m in its upcoming India IPO.</li>
<li>Indegene is a “digital-first” commercialisation firm with an exclusive focus on the global life sciences industry.</li>
<li>We looked at the firm’s past performance in an earlier note. In this note, we look at the RHP updates.</li>
</ul>



Indegene Limited (1864095D IN) is looking to raise about US$220m in its upcoming India IPO.
Indegene is a “digital-first” commercialisation firm with an exclusive focus on the global life sciences industry.
We looked at the firm’s past performance in an earlier note. In this note, we look at the RHP updates.


Indegene Pre-IPO - RHP Updates - Client Base Continued to Grow, and Margins Have Begun Stabilizing

Head of Research, IPOs & Placements, Aequitas Research

Sumeet Singh

Head of Research, IPOs & Placements

Event-Driven

<ul>
<li>
<a href="https://www.smartkarma.com/entities/honasa-consumer-ltd" target="_blank" data-smartkarma-citation="entities:36117:1" rel="noopener">Honasa Consumer (HONASA IN)</a> raised about US$200m in its India IPO. Its pre-IPO investors will be released from its IPO linked lockup soon.</li>
<li>HC’s product portfolio includes products in the baby care, face care, body care, hair care, color cosmetics and fragrances segments.</li>
<li>In this note, we talk about the upcoming lock-up expiry and possible deal dynamics.</li>
</ul>



Honasa Consumer (HONASA IN) raised about US$200m in its India IPO. Its pre-IPO investors will be released from its IPO linked lockup soon.
HC’s product portfolio includes products in the baby care, face care, body care, hair care, color cosmetics and fragrances segments.
In this note, we talk about the upcoming lock-up expiry and possible deal dynamics.


Honasa Consumer IPO Lock-Up Expiry - US$500m+ Lockup Expiry with Everyone Well in the Money

Thematic (Sector/Industry)

<ul>
<li>Fiscal 4Q 2024 results have shown the first signs of a bottoming in y/y constant currency revenue growth rates, leading to expectations for accelerating growth rates over the medium term.</li>
<li>We have witnessed a steady long-term negative trend in operating margins for most of the industry.</li>
<li>Forward PE ratios are at, or above, long-term historic average trading levels. We find very little upside for these shares whilst maintaining a relative preference for <a href="https://www.smartkarma.com/entities/infosys-ltd" target="_blank" data-smartkarma-citation="entities:267:1" rel="noopener">Infosys Ltd (INFO IN)</a>.</li>
</ul>


Fiscal 4Q 2024 results have shown the first signs of a bottoming in y/y constant currency revenue growth rates, leading to expectations for accelerating growth rates over the medium term.
We have witnessed a steady long-term negative trend in operating margins for most of the industry.
Forward PE ratios are at, or above, long-term historic average trading levels. We find very little upside for these shares whilst maintaining a relative preference for Infosys Ltd (INFO IN).


Indian IT Services: Where Are We in the Growth Cycle?

Aadhar Housing Finance Ltd / Equity Capital Markets

<ul>
<li>Aadhar Housing Finance (AHF) is now looking to raise around US$600m in its India IPO, via selling a mix of primary and secondary shares.</li>
<li>AHF is focused on the low income housing segments (ticket size less than INR1.5m) in India. It offers a range of mortgage-related loan products.</li>
<li>In this note, we look at the updates from the company’s recent filings.</li>
</ul>


Aadhar Housing Finance (AHF) is now looking to raise around US$600m in its India IPO, via selling a mix of primary and secondary shares.
AHF is focused on the low income housing segments (ticket size less than INR1.5m) in India. It offers a range of mortgage-related loan products.
In this note, we look at the updates from the company’s recent filings.


Aadhar Housing Finance Pre-IPO - Refiling Updates - Growth Picking Up

India

Tata Consultancy Services, a division of Tata Sons Limited, is a global IT services organization that provides a comprehensive range of IT services to its clients in diverse industries. The Company, caters to finance and banking, insurance, telecommunication, transportation, retail, manufacturing, pharmaceutical, and utility industries.

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

Tata Consultancy Svcs (TCS IN)

Screening for GEMs: May 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

Indegene Pre-IPO - RHP Updates - Client Base Continued to Grow, and Margins Have Begun Stabilizing

Indegene Limited (1864095D IN) is looking to raise about US$220m in its upcoming India IPO. We looked at the firm’s past performance in an earlier...

Clarence Chu

Honasa Consumer IPO Lock-Up Expiry - US$500m+ Lockup Expiry with Everyone Well in the Money

Honasa Consumer (HONASA IN) raised about US$200m in its India IPO. Its pre-IPO investors will be released from its IPO linked lockup soon.

Sumeet Singh

Indian IT Services: Where Are We in the Growth Cycle?

In this insight, we analyse the long-term growth trends, operating margins, and current valuation levels of Tata Consultancy Services, Infosys, HCL...

Wium Malan, CFA

Aadhar Housing Finance Pre-IPO - Refiling Updates - Growth Picking Up

As per media reports, Aadhar Housing Finance is likely to launch its IPO in mid-May with an aim of raising around US$600m.

Sumeet Singh

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)