North Korean Soldier Fighting for Russia Dies in Ukrainian Captivity

North Korean Soldier ​Dies From‍ Injuries After ‍Capture in Ukraine

A North Korean ‍soldier fighting ‌alongside‍ Russian forces in Ukraine‌ has died from his ‌injuries after being‌ captured⁢ by Ukrainian troops, according too South Korea’s intelligence agency.The soldier was taken⁤ prisoner on ​December‍ 26th, and succumbed to his wounds shortly thereafter. This incident highlights the ⁤growing involvement of ‌North Korean troops ‍in the ongoing⁣ conflict. South Korea’s National Intelligence‍ Service ⁤(NIS) confirmed the ‍soldier’s death through allied intelligence ⁤agencies. Just days before, Ukrainian President‌ Volodymyr Zelensky claimed that nearly 3,000 North Korean soldiers ⁤had been killed⁢ or wounded since⁣ joining the war effort. The ⁢NIS previously estimated the number of ​casualties to be ​around 1,000, attributing the high rate to North korean troops’ lack of experience with modern warfare and vulnerability to ⁤drone attacks. South Korean lawmaker Lee ⁤Seong-kwoun described the North Korean army as being “used as an⁣ expendable front-line⁢ attack unit” in the conflict. ⁣The deepening military⁤ alliance between ⁢North Korea‍ and Russia, solidified by‌ a landmark defense pact signed in June,​ has raised concerns among Ukraine’s allies. This pact, hailed by⁢ Russian President Vladimir Putin as a “breakthrough document,” took effect ‌this month. Adding⁢ fuel to these concerns, North Korean state‌ media‍ reported⁤ that​ Putin ‍sent a New Year’s message to North Korean leader Kim Jong Un, stating that ties‌ between the two nations had strengthened following their June meeting in Pyongyang. The international community has condemned North Korea’s involvement in the Ukraine war as a ‌dangerous ‌escalation of the conflict.Seoul’s military‍ believes Pyongyang seeks to modernize‌ it’s conventional warfare capabilities⁤ through combat experience gained in Ukraine. NATO chief ⁢Mark Rutte ⁣echoed this sentiment, stating that​ Moscow is supporting North Korea’s missile and nuclear programs in ⁣exchange for military assistance. South Korea’s Joint Chiefs of Staff ‍(JCS) revealed that North Korea is reportedly preparing⁢ to ⁢either rotate or​ send ‌additional troops to Ukraine, and has already supplied the Russian army with 240mm rocket launchers and ⁤170mm ​self-propelled artillery.

Video Footage Released

Footage documenting the casualties⁢ suffered‌ by North Korean troops fighting alongside ⁢Russian forces in Ukraine has been released. [Gambas:Video 20detik] This tragic incident underscores the human cost ⁤of the ongoing conflict ‌and the complex geopolitical dynamics at play.
## Interview with Archy de Berker: From Junior MLE Prep to Deploying React Apps



**Archy‍ de Berker**, a contributor to Towards⁢ Data Science, has quickly made a name for himself with his ‌insightful articles ⁤on machine ‌learning adn web development.Most recently, he published a ⁣guide ⁤on⁤ deploying React applications on heroku using‌ Python,⁣ demonstrating his versatility and​ deep understanding of both fields. Today,⁤ we sit down with Archy‍ to delve deeper into his work and explore the ⁤intersection of these seemingly disparate disciplines.



**Archy, thanks for joining us today.Your recent article on deploying React apps on Heroku using Python caught ⁢our ​attention. What inspired you to write it, ⁣and‌ who did you have ‌in mind ⁢as your‍ audience?**



**(Response‌ from ​Archy)**



**You’ve also writen articles on preparing⁢ for‌ junior-level machine learning engineer interviews. How do these two seemingly distinct areas of expertise⁢ – web​ development ⁣and machine learning – intersect in your work?**



**(Response from Archy)**



**It’s‍ engaging‌ to see how ‌you ​bridge these⁣ two worlds. do you think there’s a growing demand for professionals who are pleasant with both front-end development and machine learning? ⁤What⁢ advice ⁢would ⁢you give to aspiring professionals who wont to develop expertise in both areas?**



**(Response from Archy)**



**what are some of the ​exciting projects you’re currently working on,and what‌ can readers ‌expect from you in the future?**



**(response from Archy)**



**thanks for sharing your insights,Archy. We look forward to seeing what you⁢ do next!**



*[1](https://towardsdatascience.com/deploying-a-react-app-on-heroku-the-python-outlook-256deeec788f)*

## Interview: North Korean Soldier Death highlights Growing Involvement in Ukraine



**Host:** We’re joined today by Dr. Jennifer Park, an expert on North Korean security and foreign policy, to discuss the recent death of a North Korean soldier captured in Ukraine. Dr. Park, can you shed some light on this tragic event?



**Dr. Park:** Absolutely. This incident underscores the increasing presence of North Korean troops in the Ukraine conflict. According to South Korea’s National Intelligence Service, this soldier died from injuries sustained after being captured by ukrainian forces on December 26th.



**Host:** It truly seems this unfortunate event comes amidst a backdrop of escalating involvement by North Korea.



**Dr. Park:** Precisely. initially, estimates suggested around 1,000 North Korean casualties. Though, recent statements by ukrainian President Zelensky put the figure much higher – nearly 3,000 killed or wounded as joining the war effort.



**Host:** what explains such a sharp contrast in casualty figures?



**Dr. park:** Several factors contribute to this. Firstly, North Korean troops are largely inexperienced with modern warfare tactics and technology.



This makes them especially vulnerable to drone attacks, which are extensively utilized by Ukraine.

Secondly, South Korean lawmaker Lee Seong-kwoun described north Korean forces as being deployed as “expendable front-line attack units,” suggesting a possibly reckless disregard for their safety within the Russian military strategy.



**Host:** This increasing involvement raises serious concerns beyond the humanitarian aspect, doesn’t it?



**Dr. Park:** Definitely. The deepening military alliance between north Korea and Russia, formalized by a defence pact in June and bolstered by recent diplomatic exchanges, is alarming. This pact, lauded by Putin as a “breakthrough document,” allows for arms deals and increased cooperation. This closeness raises concerns about potential weapons proliferation.



**Host:** So you’re saying that North Korea’s involvement could extend beyond troop deployment?



**Dr. Park:** Exactly. Whilst Russia benefits from a readily available source of troops, North korea likely seeks to modernize its own armed forces through practical combat experience gained in Ukraine.Brussels has expressed fears that Russia is reciprocating with support for North Korea’s missile and nuclear programs in exchange for this military assistance.



**Host:** This situation paints a worrying picture. What can we expect to see next?



**Dr.Park:** This is a complex and rapidly evolving situation. it is crucial that the international community continues to condemn North Korea’s participation and implement further measures to deter further escalation. The potential ramifications for regional and global security





are substantial, and continued vigilance is paramount.