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

<p>This insight provides the output, and an overview of our, machine learning-driven, proprietary GEM screening model, which takes a three-pronged approach to find the best medium-term long ideas within the top100 largest stocks in the MSCI GEM Index. </p>
<p>The model is based on 1) a typical quantitative multifactor screening model, enhanced by two Artificial Intelligence Technology-based approaches using 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model. </p>
<p>This model, which has been developed and tweaked over the past 3 years (and implemented in its current state for 17 months), has a solid real-world performance track record, which I set out in the detail below. </p>
<p>Notable new entrants to the top decile this month include Russian internet company <a href="https://www.smartkarma.com/entities/yandex-nv-a" target="_blank" data-smartkarma-citation="entities:414:1" rel="noopener">Yandex (YNDX US)</a>, Indian IT Services company <a href="https://www.smartkarma.com/entities/hcl-technologies-ltd" target="_blank" data-smartkarma-citation="entities:20025:1" rel="noopener">Hcl Technologies (HCLT IN)</a>, and a return to the top 10 for <a href="https://www.smartkarma.com/entities/taiwan-semiconductor-manufacturing-company" target="_blank" data-smartkarma-citation="entities:11230:1" rel="noopener">TSMC (2330 TT)</a>.</p>
<table class="table table-striped">
<colgroup> <col> <col> <col> <col> <col> </colgroup>
<tbody>
<tr>
<td style="text-align: center; width: 48pt;">rank</td>
<td style="width: 169pt;">Name</td>
<td style="width: 119pt;">Sector</td>
<td style="width: 95pt;">Location</td>
<td style="text-align: center; width: 48pt;">prev.</td>
</tr>
<tr>
<td style="text-align: center;">1</td>
<td>
<a href="https://www.smartkarma.com/entities/lg-household-health-care" target="_blank" data-smartkarma-citation="entities:6501:1" rel="noopener">LG Household &amp; Health Care (051900 KS)</a> </td>
<td>Consumer Staples</td>
<td>Korea (South)</td>
<td style="text-align: center;">12</td>
</tr>
<tr>
<td style="text-align: center;">2</td>
<td>
<a href="https://www.smartkarma.com/entities/netease" target="_blank" data-smartkarma-citation="entities:29030:1" rel="noopener">NetEase (9999 HK)</a> </td>
<td>Communication</td>
<td>China</td>
<td style="text-align: center;">2</td>
</tr>
<tr>
<td style="text-align: center;">3</td>
<td>
<a href="https://www.smartkarma.com/entities/jd-com-inc" target="_blank" data-smartkarma-citation="entities:29043:1" rel="noopener">JD.com Inc. (9618 HK)</a> </td>
<td>Consumer Discretionary</td>
<td>China</td>
<td style="text-align: center;">10</td>
</tr>
<tr>
<td style="text-align: center;">4</td>
<td>
<a href="https://www.smartkarma.com/entities/xiaomi-corp" target="_blank" data-smartkarma-citation="entities:24409:1" rel="noopener">Xiaomi Corp (1810 HK)</a> </td>
<td>Information Technology</td>
<td>China</td>
<td style="text-align: center;">4</td>
</tr>
<tr>
<td style="text-align: center;">5</td>
<td>
<a href="https://www.smartkarma.com/entities/yandex-nv-a" target="_blank" data-smartkarma-citation="entities:414:1" rel="noopener">Yandex (YNDX US)</a> </td>
<td>Communication</td>
<td>Russian Federation</td>
<td style="text-align: center;">49</td>
</tr>
<tr>
<td style="text-align: center;">6</td>
<td>
<a href="https://www.smartkarma.com/entities/new-oriental-education-technology-group" target="_blank" data-smartkarma-citation="entities:32210:1" rel="noopener">New Oriental Education &amp; Technology Group (9901 HK)</a> </td>
<td>Consumer Discretionary</td>
<td>China</td>
<td style="text-align: center;">1</td>
</tr>
<tr>
<td style="text-align: center;">7</td>
<td>
<a href="https://www.smartkarma.com/entities/taiwan-semiconductor-manufacturing-company" target="_blank" data-smartkarma-citation="entities:11230:1" rel="noopener">TSMC (2330 TT)</a> </td>
<td>Information Technology</td>
<td>Taiwan</td>
<td style="text-align: center;">16</td>
</tr>
<tr>
<td style="text-align: center;">8</td>
<td>
<a href="https://www.smartkarma.com/entities/al-rajhi-bank" target="_blank" data-smartkarma-citation="entities:27038:1" rel="noopener">Al Rajhi Bank (RJHI AB)</a> </td>
<td>Financials</td>
<td>Saudi Arabia</td>
<td style="text-align: center;">33</td>
</tr>
<tr>
<td style="text-align: center;">9</td>
<td>
<a href="https://www.smartkarma.com/entities/magazine-luiza-sa" target="_blank" data-smartkarma-citation="entities:27676:1" rel="noopener">Magazine Luiza SA (MGLU3 BZ)</a> </td>
<td>Consumer Discretionary</td>
<td>Brazil</td>
<td style="text-align: center;">15</td>
</tr>
<tr>
<td style="text-align: center;">10</td>
<td>
<a href="https://www.smartkarma.com/entities/hcl-technologies-ltd" target="_blank" data-smartkarma-citation="entities:20025:1" rel="noopener">Hcl Technologies (HCLT IN)</a> </td>
<td>Information Technology</td>
<td>India</td>
<td style="text-align: center;">83</td>
</tr>
<tr>
<td colspan="5" style="text-align: left;">Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas</td>
</tr>
</tbody>
</table>
<p><em>As usual, please feel free to reach out for the full output table, any questions, clarifications needed or suggestions.</em></p>

This insight provides the output, and an overview of our, machine learning-driven, proprietary GEM screening model, which takes a three-pronged approach to find the best medium-term long ideas within the top100 largest stocks in the MSCI GEM Index. 
The model is based on 1) a typical quantitative multifactor screening model, enhanced by two Artificial Intelligence Technology-based approaches using 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model. 
This model, which has been developed and tweaked over the past 3 years (and implemented in its current state for 17 months), has a solid real-world performance track record, which I set out in the detail below. 
Notable new entrants to the top decile this month include Russian internet company Yandex (YNDX US), Indian IT Services company Hcl Technologies (HCLT IN), and a return to the top 10 for TSMC (2330 TT).

      


rank
Name
Sector
Location
prev.


1

LG Household &amp; Health Care (051900 KS) 
Consumer Staples
Korea (South)
12


2

NetEase (9999 HK) 
Communication
China
2


3

JD.com Inc. (9618 HK) 
Consumer Discretionary
China
10


4

Xiaomi Corp (1810 HK) 
Information Technology
China
4


5

Yandex (YNDX US) 
Communication
Russian Federation
49


6

New Oriental Education &amp; Technology Group (9901 HK) 
Consumer Discretionary
China
1


7

TSMC (2330 TT) 
Information Technology
Taiwan
16


8

Al Rajhi Bank (RJHI AB) 
Financials
Saudi Arabia
33


9

Magazine Luiza SA (MGLU3 BZ) 
Consumer Discretionary
Brazil
15


10

Hcl Technologies (HCLT IN) 
Information Technology
India
83


Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas



As usual, please feel free to reach out for the full output table, any questions, clarifications needed or suggestions.

Pan-Asia Index Rebalances/ Events/ Delta One, Periscope Analytics

Brian Freitas

Pan-Asia Index Rebalances/ Events/ Delta One

Index Rebalance

<div><p>The <a href="https://www.smartkarma.com/entities/s-p-bse-sensex-index" target="_blank" data-smartkarma-citation="entities:31494:1" rel="noopener">S&amp;P BSE SENSEX Index (SENSEX INDEX)</a> is the flagship index of the Bombay Stock Exchange (BSE). The index has 30 stocks and is a free float weighted market cap index. The next rebalance will be effective after the close of trading on 17 December.</p></div><div>
<p>The December review uses the market cap and turnover data from 1 May to 31 October to determine the stocks to be included and excluded from the index, and the announcement of the changes is done 4 weeks before the rebalance effective date.</p>
<p>With 6 days to go in the review period, we see <a href="https://www.smartkarma.com/entities/wipro-ltd" target="_blank" data-smartkarma-citation="entities:15360:1" rel="noopener">Wipro Ltd (WPRO IN)</a> as a high probability index addition. <a href="https://www.smartkarma.com/entities/bajaj-auto-ltd" target="_blank" data-smartkarma-citation="entities:3613:1" rel="noopener">Bajaj Auto Ltd (BJAUT IN)</a> is the lowest ranked index constituent and is a likely deletion from the index.</p>
<p>There is a (slim) possibility of <a href="https://www.smartkarma.com/entities/nestle-india-ltd" target="_blank" data-smartkarma-citation="entities:13101:1" rel="noopener">Nestle India (NEST IN)</a> being deleted from the index if it fails the annualised traded value test. As it stands, it is touch and go for the stock.</p>
<p>Passive trackers will need to buy over 2 days of ADV on <a href="https://www.smartkarma.com/entities/wipro-ltd" target="_blank" data-smartkarma-citation="entities:15360:1" rel="noopener">Wipro Ltd (WPRO IN)</a> and sell over 3.5 days of ADV on <a href="https://www.smartkarma.com/entities/bajaj-auto-ltd" target="_blank" data-smartkarma-citation="entities:3613:1" rel="noopener">Bajaj Auto Ltd (BJAUT IN)</a>. If <a href="https://www.smartkarma.com/entities/nestle-india-ltd" target="_blank" data-smartkarma-citation="entities:13101:1" rel="noopener">Nestle India (NEST IN)</a> is deleted instead, passive trackers will need to sell 7 days of ADV on the stock.</p>
<p>In terms of delivery volumes, the impact is much larger with passive trackers needing to buy 8.5 days on <a href="https://www.smartkarma.com/entities/wipro-ltd" target="_blank" data-smartkarma-citation="entities:15360:1" rel="noopener">Wipro Ltd (WPRO IN)</a>, while selling either 8.8 days on <a href="https://www.smartkarma.com/entities/bajaj-auto-ltd" target="_blank" data-smartkarma-citation="entities:3613:1" rel="noopener">Bajaj Auto Ltd (BJAUT IN)</a> or 13 days on <a href="https://www.smartkarma.com/entities/nestle-india-ltd" target="_blank" data-smartkarma-citation="entities:13101:1" rel="noopener">Nestle India (NEST IN)</a>.</p>
</div>

The S&amp;P BSE SENSEX Index (SENSEX INDEX) is the flagship index of the Bombay Stock Exchange (BSE). The index has 30 stocks and is a free float weighted market cap index. The next rebalance will be effective after the close of trading on 17 December.
The December review uses the market cap and turnover data from 1 May to 31 October to determine the stocks to be included and excluded from the index, and the announcement of the changes is done 4 weeks before the rebalance effective date.
With 6 days to go in the review period, we see Wipro Ltd (WPRO IN) as a high probability index addition. Bajaj Auto Ltd (BJAUT IN) is the lowest ranked index constituent and is a likely deletion from the index.
There is a (slim) possibility of Nestle India (NEST IN) being deleted from the index if it fails the annualised traded value test. As it stands, it is touch and go for the stock.
Passive trackers will need to buy over 2 days of ADV on Wipro Ltd (WPRO IN) and sell over 3.5 days of ADV on Bajaj Auto Ltd (BJAUT IN). If Nestle India (NEST IN) is deleted instead, passive trackers will need to sell 7 days of ADV on the stock.
In terms of delivery volumes, the impact is much larger with passive trackers needing to buy 8.5 days on Wipro Ltd (WPRO IN), while selling either 8.8 days on Bajaj Auto Ltd (BJAUT IN) or 13 days on Nestle India (NEST IN).


Sensex Dec 2021 Index Rebalance Preview: Wipro Should Be Added, Deletion Has An Interesting Option

External broker reports(aggregated public sources), ICICI Securities Ltd

ICICI Securities Limited

External broker reports(aggregated public sources)

Equity Bottom-Up

<p><strong>About the stock:</strong> HCL Technologies (HCLT) offers IT, ER&amp;D and products to BFSI, retail, health, telecommunication, manufacturing, media &amp; hi-tech verticals.</p><ul><li>HCL Tech has 250 Fortune 500 and 650 global 2000 clients</li><li>HCL has grown organically and inorganically (14% CAGR over FY18-21)</li></ul><div class="content-highlight"><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></div>

About the stock: HCL Technologies (HCLT) offers IT, ER&amp;D and products to BFSI, retail, health, telecommunication, manufacturing, media &amp; hi-tech verticals.HCL Tech has 250 Fortune 500 and 650 global 2000 clientsHCL has grown organically and inorganically (14% CAGR over FY18-21)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.

HCL Technologies: Minimum 75% Payout for FY22-26

External broker reports(aggregated public sources), Axis Direct

Axis Direct

<p>We recommend a BUY on the stock and assign a 21x P/E multiple to its FY24E earnings of Rs 65.8/share which gives a TP of Rs 1,390/share, indicating an upside of 11% from CMP.</p><div class="content-highlight"><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></div>

We recommend a BUY on the stock and assign a 21x P/E multiple to its FY24E earnings of Rs 65.8/share which gives a TP of Rs 1,390/share, indicating an upside of 11% from CMP.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.

HCL Technologies: Marginally Weaker Performance; Outlook Continues to Be Robust

External broker reports(aggregated public sources), HDFC Securities

HDFC Securities

<p>Cyient: Cyient reported a good quarter; revenue was up 4.6% QoQ (in line with estimate) and margin performed better than expected. The services segment recovered (+5.5% QoQ CC), led by aerospace (+4% QoQ, positive YoY growth after ten quarters). The worst phase of commercial aerospace is over; from here on, there should be gradual pick-up, led by Avionics upgrades and MRO revival. The management has maintained its double-digit growth guidance for services, which would be led by communications, utilities, and aerospace verticals.</p>
<div class="content-highlight"><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></div>

Cyient: Cyient reported a good quarter; revenue was up 4.6% QoQ (in line with estimate) and margin performed better than expected. The services segment recovered (+5.5% QoQ CC), led by aerospace (+4% QoQ, positive YoY growth after ten quarters). The worst phase of commercial aerospace is over; from here on, there should be gradual pick-up, led by Avionics upgrades and MRO revival. The management has maintained its double-digit growth guidance for services, which would be led by communications, utilities, and aerospace verticals.
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.

HSIE Results Daily: HCL Technologies, Cyient

India

HCLTech is a global technology services and consulting company that provides a comprehensive range of software and infrastructure solutions. The company offers IT and business services, engineering and R&D services, and HCLSoftware products, focusing on digital, cloud, AI, and engineering solutions to help enterprises transform their businesses. HCLTech is headquartered in Noida, Uttar Pradesh, India, and was spun out in 1991.

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HCLTech (HCLT IN)

Screening for GEMs: November 2021

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

Sensex Dec 2021 Index Rebalance Preview: Wipro Should Be Added, Deletion Has An Interesting Option

Near the end of the review period, we see Wipro as a high probability add. Bajaj Auto could be deleted as the lowest ranked constituent, but Nestle...

Brian Freitas

HCL Technologies: Minimum 75% Payout for FY22-26

HCL Technologies (HCLT) offers IT, ER&D and products to BFSI, retail, health, telecommunication, manufacturing, media & hi-tech verticals.

ICICI Securities Limited

HCL Technologies: Marginally Weaker Performance; Outlook Continues to Be Robust

We recommend a BUY on the stock and assign a 21x P/E multiple to its FY24E earnings of Rs 65.8/share which gives a TP of Rs 1,390/share, indicating...

Axis Direct

HSIE Results Daily: HCL Technologies, Cyient

Cyient reported a good quarter; revenue was up 4.6% QoQ (in line with estimate) and margin performed better than expected. The services segment...

HDFC Securities

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