Capgemini

Managing Consultant

AI & Big Data platform to assist thirty thousand small holder farmers in Kenya. European finalist in the IBM Watson Build competition,  speaker at World Summit AI & IBM THINK, winner of La Niaque NL Award 2019.

Solution Architect Project FARM

Senior Data Scientist

Data Scientist

Ministerie van Justitie en Veiligheid

Santander Consumer Finance Benelux B.V

Intelligent Document Processing using OCR, OpenCV and NLP.

Solution Architect

Connekt

Euroclear

ABN AMRO Bank N.V.

Data Scientist, Team Lead at the ABN AMRO Innovation Center & Artificial Intelligence Lab.

Wolters Kluwer

Data Analyst

Politie Nederland

Graduation thesis on spatial distribution of crime in Rotterdam by aggregating data from various government agencies. Research showed that collective efficacy is the biggest predictors of violent and drug-related crime, as well as unsafety reported by citizens, in the city of Rotterdam. Also worked on projects involving invisible crime, ownership fraud and detecting ghost citizenship.

Research intern

Samenwerkende Hulporganisaties | Giro555

Internship on data science, data visualization & policy analysis for NGO's cooperating under the banner of Giro555. Active during the national fundraisers for the Ebola epidemic in 2014 and Nepal earthquake in 2015.

Intern data scientist

AI Lead | Managing Data Scientist | Public Speaker

👉 As a data scientist, Marijn finds data-driven solutions to problems.
👉 As a social scientist, Marijn unveils the mechanisms behind people's behavior.
👉 As a human being, Marijn discusses ethics and human rights.

Marijn combines technical expertise with a delivery of analysis, visuals and coaching, thanks to his experience and background in social science. As open source and sensor enthusiast, Marijn leverages his affection for open data and internet culture to deliver unique insights and solutions. 

At Capgemini NL, Marijn has been leading the AI efforts for over 7 years.

From distinguishing science and fiction, creating friction and first introductions,
To research, development, team management and implementing AI in production.

Additionally, Marijn is a frequent speaker at events on AI and data science. 

Most of all, Marijn seeks to improve people's lives using data.



Opinions expressed are solely my own and do not express the views or opinions of my employer.

💥 The “Shaheds” who just attacked #Israel today have been attacking and bombing #Ukraine for two years now.

#USA #UK Jordan and Saudi Arabia all helped intercept the Shaheds heading for Israel.

But the same Shaheds attack Ukraine's peaceful cities day after day... and none of the allies raise #aircraft to intercept them. 

Nobody. 

Ukraine is fighting them alone. 

🚀 And in addition to 𝐬𝐮𝐢𝐜𝐢𝐝𝐞 drones, Ukraine is constantly subject to missile attacks from Russian 𝐭𝐞𝐫𝐫𝐨𝐫𝐢𝐬𝐭𝐬. This is yet another confirmation that if 𝐭𝐞𝐫𝐫𝐨𝐫𝐢𝐬𝐭𝐬 and dictators are not stopped now, this will provoke new wars and conflicts. 

🚨 And if Ukraine falls today.. these «Shaheds» will fly to the rest of #Europe and other countries tomorrow. But many in the world still do not understand this and believe that this will not happen. But their inaction only gives 𝐭𝐞𝐫𝐫𝐨𝐫 freedom of action, and invites more of it.

The inaction and weakness of the allies in relation to Ukraine, is now simply giving rise to new outbreaks of aggression from forces that have seen the weakness of democracy. And the consequences of this will be catastrophic for the whole world.

❗ But unfortunately, many people still don’t understand this. Compromising with evil and appeasing evil is not peace. 

It only increases the net amount of Evil in our world.

#Ethics #Intelligence #Militsry
#StandWithUkraine 🇺🇦

Marijn Markus

🚨 Russia is trying to cause airline disasters in #Europe
Here we see their Baltic GPS Jammer in Kaliningrad.

☝️ We know they're doing it, nothing is being done, and when it happens, Russians will issue 20 narratives as to why it wasn't Russia, then western media will spend a year arguing over which of those fake narratives is true.

Works every time.

🚫 The Baltic Jammer is a Russian GPS jammer that since Dec -23 has affected the navigation of 1000's of civilian and #military #aircraft.

Animated over time, we see radio horizons of the positions where planes first encounter the jammer.

📍 You can clearly see the center of it is in russian Kaliningrad, although it tends to 'blast' in different directions. The jammer seems to be stationary or at least always on land. 

We just want to keep our heads in the sand 🙈

#DataVisualization #Technology #Intelligence 

🚀 This morning, Russian missiles hit Trypillya thermal power station in Kyiv Oblast, #Ukraine

While some in the #USA condemn Ukrainian self-defense as attacks on "civilian infrastructure," Russia, true to form, flouts any principle with cynical disregard.

⚡ One of the largest power generating facilities in the region which is also supplying the Cherkasy and Zhytomyr regions. In total, 4 #energy facilities were attacked by Russia across Ukraine.

🚨 Until now, Kyiv was the most protected air space in Ukraine. Able to repel most of the incoming Russian missiles.

That's no longer the case.

📉 With air defenses exhausted and new supplies arriving late or not at all, Russians finally able to do what they want: 𝐭𝐞𝐫𝐫𝐨𝐫𝐢𝐳𝐞 Ukraine into submission. 

🙄 For decades, the West argued not to negotiate with 𝐭𝐞𝐫𝐫𝐨𝐫𝐢𝐬𝐭𝐬. The US did not negotiate with 𝐁𝐢𝐧 𝐋𝐚𝐝𝐞𝐧 and 𝐈𝐒𝐈𝐒. 

☢️ But Russia is a nuclear 𝐭𝐞𝐫𝐫𝐨𝐫𝐢𝐬𝐭 state.
Far more dangerous than ISIS and the Taliban.

So I guess we suddenly forgot all about our #Ethics and ideals of liberty, democracy and standing up to tyranny.

Meanwhile, the West looks away and:
👉 US denounces and condemns Ukrainian attacks on Russian oil and gas infrastructure (valid military targets)
👉 But can't get new aid to Ukraine done (6 months now)
👉 Western partners fail to provide 7 Patriot systems, even though there's 100+ of them in Europe alone
👉 #EU cannot agree on using confiscated Russian funds for procurement of military equipment for Ukraine.
👉 But they'll swiftly condemn the attacks.

And send Thoughts & Prayers for sure.

#OSINT #Intelligence 
#StandWithUkraine 🇺🇦

🛩️ Drone #aircraft strikes a target in Russia 🤯
It flew 𝟏𝟐𝟎𝟎 𝐤𝐦 through russian airspace - and wasn't shot down.

📍 It’s more than 1200 km away from #Ukraine - hitting Alabuga in Tatarstan where Russia produces its 𝐬𝐮𝐢𝐜𝐢𝐝𝐞 Shahed drones.

📸 The moment of the strike was caught on camera.

This is where Russia produces its Shahed-136 𝐤𝐚𝐦𝐢𝐤𝐚𝐳𝐞 UAVs in collaboration with Iran. Drones used by russia to rain 𝐭𝐞𝐫𝐫𝐨𝐫 upon civilians in Ukraine.

🎯  Factories in Yelabuga and Nizhnekamsk regions of Tatarstan were attacked. Since the factories produce explosive drones, they are legitimate #military targets. This strike hit the 'Alabuga' special economic zone, and two people were injured. 

🙄 Russia truly earned its place as the USSR’s successor state today by allowing a remote controlled Cessna aircraft to fly 1200 km into their airspace unopposed.

Just like in 1987, when German pilot Mathias Rust flew all the way to Moscow unopposed, and all of the Soviet military 'might' failed to stop him. 🤣

"His flight was both an amazing achievement,
And an immense humiliation to the Soviet War Machine."

#OSINT #Intelligence
#StandWithUkraine 🇺🇦

'𝐑𝐞𝐯𝐞𝐧𝐠𝐞 for 𝐇𝐢𝐭𝐥𝐞𝐫 and Napoleon...'
☝️ Putin came up with a new reason why the West is 𝐞𝐯𝐢𝐥 

We supposedly support Ukraine as payback "for failures in fighting back russia in historical times. For the unsuccessful campaigns against russia by 𝐇𝐢𝐭𝐥𝐞𝐫, Napoleon and the like."

🇺🇸 Yes Putin, the #USA sure does resent Russia for that total defeat during the Napoleonic wars!

🙄 It's genius. So because Napoleon failed to beat Russia in 1812, Russia had to invade #Ukraine in 2022 so that the West can provide weapons and support to Ukraine...to beat Russia?

Now it all make sense!

Clearly, Putin is still living in Medieval times. 

📣 Someone tell the wannabe #History nerd that russia tends to LOSE wars when fighting without Western support, like...
👉 Napoleonic wars
👉 1st Crimean war
👉 Russo-Japanese war
👉 World War 1
👉 Winter War
👉 World War 2
👉 Afghanistan

Even Russia's last #military claim to fame,
To have 'won' World War Two is false.

💡 Yes, the Soviet Union played a big role defeating the Axis in WW2. But it could only do so with Lend-Lease aid from the US - from food to raw materials and military vehicles.

The Red Army literally drove into Berlin using American trucks

And did you know 𝟑𝟎% of the Red Army was Ukrainian? 

#StandWithUkraine 🇺🇦

Ukraine’s #AI enabled #drones are disrupting Russia’s #energy industry.
☝️ So far, it’s working says #CNN

💥 Just today, #Ukraine struck Nizhnekamsk oil refinery 1200 km deep inside Russian territory. These daring Ukrainian strikes are hitting Russia’s massive #OilAndGas industry, which remains the biggest source of revenue for Moscow’s war #economy

💡 The attacks are possible thanks to drones with longer ranges and more advanced capabilities, some of which have even begun to integrate basic forms of #ArtificialIntelligence to help navigate despite jamming.

“Accuracy under jamming is enabled through the use of artificial intelligence. Each aircraft has a terminal computer with #satellite and terrain data,” the source explained. “The flights are determined in advance with our allies, and the aircraft follow the flight plan to enable us to strike targets with meters of precision.”

🎯 That precision is made possible by the drone’s sensors.

“They have this thing called ‘machine vision,’ which is a form of AI. Basically you take a model and you have it on a chip and you train this model to identify geography and the target it is navigating to,” said Noah Sylvia, a research analyst at the Royal United Services Institute, a #UK based think tank. 

“When it is finally deployed, it is able to identify where it is. It does not require any communication (with satellites), it is completely autonomous,”

“If you think about the sanctions that have been put in place so far, they’ve largely bypassed energy,” Croft explained. “It really has been energy exports, crude, natural gas, refined products, that have given Russia the economic lifeline to continue to fight this war.”

Reuters says 𝟏𝟒% of Russian refining capacity is now offline. Russia banned exports of gasoline to avoid an increase in domestic fuel prices and is actively importing fuel from Belarus.

🚫 Not only is this battlefield #Innovation cutting off Moscow's oil revenue, it also cuts off the fuel their tanks and jets need.

⚡ Drones are revolutionizing war, both the battlefield
And 1200 km behind enemy lines. 

These are the Drone Wars.

#Technology #Military #Journalism
#StandWithUkraine 🇺🇦

✨ #Ukraine developed the 'Falcon-300', a Bayrakatar-like #drone that can reach a range of 3300km and fly at an altitude of 9.1 km, with a 300 kg payload

This is not really a 𝐤𝐚𝐦𝐢𝐤𝐚𝐳𝐞 drone, more of an unmanned #aircraft with missiles. Like the Reaper or Bayraktar.

🚀 9.1 km height is out of range for russian Strela anti-air, and almost out of range for TOR - only BUK and S300/S400 could get that high, in theory.

🎯 Meaning most of russian anti air can't shoot it down.

Theoretically, the 'Falcon-300' would be able to reach 80 of Russia’s 99 main air bases, including the long-range bombers stationed in Murmansk.

💥 Many are enthusiastically speculating about these #drones striking Russian oil industry.

☝️ But note this is not necessarily a drone that would go into contested airspace. Many Bayraktar have already been lost that way since the start of the full scale invasion.

The 3300 km is more of an indicator of the ability to stay in the air for a long time (and it would need some form of satellite connection to bypass the 150 km action radius limit)

📈 Ukraine's #military industry is going full speed ahead.

#StandWithUkraine 🇺🇦

🔥 Nizhnekamsk oil refinery on fire after #drone strike 
It processed 𝟐.𝟔% of russia's total annual fuel per year.

The oil and gas company “Taneko” was hit and the picture shows one of the two distillation towers burning. Without this hard-to-replace tower, no oil can be refined. Nizhnekamsk only has two such towers.

⛽ In 2022, Taneko produced 16 million tons of petroleum products. That's 𝟐.𝟔% of the total annual fuel in russia per year.

💥 Russia hasn't restored fuel production after #Ukraine's previous attacks hit almost every oil refinery within 1.000 km of the border. Russia is now supported by supplies from #Belarus 

📈 This has already resulted in a sharp price increases for diesel and gas in Russia, and the frontline demands fuel as well. Tanks and aircraft are thirsty creatures.

Note these are the deepest strikes into Russian territory since the start of the war! Tatarstan has never been hit before 🤯

This means Ukraine can now strike 1200-1300 km deep inside russia. 

🎯 This is important, as it means more refineries (and factories) are within striking range - and since the oil refined here figuratively and literally fuels Moscow's war machine, they are valid #military targets.

Herr Scholz, this is how you talk to Russia.

Coordinates of the plant:
📍 55°34'34"N 51°54'59"E

#OSINT #Intelligence 
#StandWithUkraine 🇺🇦

"We should cause a #migration crisis in #Europe ." 
📣 Russian State #TV being honest about their intentions. 

☝️ Creating a European refugee crisis by making #Ukraine uninhabitable, by bombing the entire country into dust with bombs, drones and cruise missiles💥

The state propagandists discuss scenarios how a massive flow of Ukrainian refugees will increase economic and political tensions between Member States, driving them apart.

🚨 Remember the Syrian Refugee Crisis?
Just one million Syrians entered the #EU 

❗ And it almost broke the #EuropeanUnion 
Single-handedly giving rise to many 𝐟𝐚𝐫 𝐫𝐢𝐠𝐡𝐭 parties too.

📈 Now imagine 30 million refugees. 
That's what will happen if Ukraine falls. 

And Moscow will benefit from it, massively. 

This is not 'just' about #Ukraine 

It never was.

#Ethics #Intelligence #Propaganda
#StandWithUkraine 🇺🇦

🔥 Russian TOS-1A 'Flamethrower' worth $𝟔.𝟓 𝐦𝐢𝐥𝐥𝐢𝐨𝐧
Toasted by an FPV #drone worth $𝟑𝟓𝟎 from #Ukraine 

TOS-1A detonations are always a crowd pleaser 👀

☝️ As the hit sets off a chain reaction,
Detonating the ~30 thermobaric rockets inside the vehicle.

🚀 Most importantly, those missiles 
Can no longer be aimed at Ukraine 

#Military #Intelligence 
#StandWithUkraine 🇺🇦

"Russia understands 𝐧𝐨𝐭𝐡𝐢𝐧𝐠 but 𝐟𝐨𝐫𝐜𝐞."
☝️ Zelensky responded to the #UN condemning strikes on Russia. 

💥 The UN labeled a strike on a #drone factory in Tatarstan a 'civilian target', calling for #Ukraine to end to such attacks.

🎯 Completely ignoring the fact that the factory produced Iranian military gear: explosive Shahed 𝐬𝐮𝐢𝐜𝐢𝐝𝐞 drones which regularly bomb and 𝐤𝐢𝐥𝐥 Ukrainian civilians.

Which makes the factory a valid #Military target.

❗ And what about Ukrainian hospitals, schools, kindergartens, libraries, museums, churches, houses, power stations, hydroelectric dams, and so on?

Not a single word of condemnation from the UN. 
Not that they would stop Moscow, anyway. 

Because the #HumanRights council is chaired by Iran 🙄
And the #Security Council is occupied by Russia and China 

Which tells you all you need to know.

#PublicSpeaking #Ethics 
#StandWithUkraine 🇺🇦

🚽 Instead of buying toilets for 𝟑𝟓𝟎,𝟎𝟎𝟎 households, Russia spent $𝟏𝟎,𝟎𝟎𝟎,𝟎𝟎𝟎 on this R-330Zh Zhitel anti-aircraft unit and sent it to #Ukraine
So Ukraine blew it up 💥
For a fraction of the cost.

🚀 Zaporizhia Oblast, a Ukrainian HIMARS M30A1 GMLRS-AW rocket detonates feet above a Russian R-330Zh Zhitel, sending tens of thousands of tungsten fragments into the electronic warfare station, turning it into scrap.

It is once again HIMARS 'O CLOCK 🎯

#OSINT #Intelligence #Military 
#StandWithUkraine 🇺🇦

🇹🇼 #Taiwan motorists waiting out the 7.5 magnitude earthquake. Note how calm everyone is 🤯

They have faith in their bridge #Engineers

The earthquake itself is a tragedy, though. The biggest in 25 years. I read at least 711 people have been injured, with 77 trapped in tunnels.

🌉 #Engineering can help save lives.

My condolences to everyone affected.

💙 #Ukraine taking care of baby boars, raccoon and a polecat
💛 Faith in humanity: restored

🐗  Ukrainian Defender of the 92nd Mechanized Brigade rescued two boarlets in the forests of the Kharkiv region. The little boars had lost their mother and siblings due to shelling. The defenders took care of them, raising  and naming them: Tisha and Tosha. 

💕 Another Defender with the call sign "Sladkii" ("Sweet") sheltered a red-listed marbled polecat, whom they named 'Soledar'
Soledar likes to hide in the pocket of his human Dad.

🦝 Yet another defender found a lonely raccoon, 
They now call their striped comrade 'Slavko'
An 'assault raccoon' known to wash his toys.

☝️ Ukrainian soldiers constantly rescue wild animals from shellings and take care of the animals that have lost their homes and found themselves at the "Zero Line" at the front.

Many of these animals lost their parents, their owners or homes. Something the soldiers themselves can relate too.

As russian aggression 𝐡𝐮𝐫𝐭𝐬 humans and animals alike.

These little cuties got lucky, finding kind defenders who took care of them.

💔 But not every animal is so fortunate.
Not every animal makes it out alive.

This is the differentiator, what sets the defenders of Ukraine apart from the invaders they face:

The ability to care for life.

"The greatness of a nation and its moral progress can be judged by the way its animals are treated."
- Mahatma Gandhi

#Kindness #AnimalRights #Motivation
#StandWithUkraine 🇺🇦

💥 Insane. Russian armored assault east of Terny, #Ukraine 
Invaders suffer heavy losses.

🚀 As #Ukraine forces drop a massive mixture of well-sighted artillery, FPV drone munition, and ATGM fire on the group.

The invaders charged down a single road in a straight line.
Lined up like sitting ducks. Some make a run for it.

☝️ Russian front line units are likely under pressure to advance at all costs based on faulty #intelligence and rumors of ammunition shortages on the Ukraine side.

🔥 But where is the reported 5:1 Russian artillery advantage? Why aren't they covering the assault? Where is the counterfire? Terrible coordination between units.

Note Russia lost more tanks and IFVs in March than any other month during the war. They've been trying to push their advantage, while Ukraine lacks ammunition. Only losing more forces in the process.

📈 Russia lost 400 tanks in Avdiivka in few weeks
The UK army has like 200 tanks in total.

📊 And Russia lost 900+ artillery in March. 
That's more artillery than in most #NATO countries.

And still, they push on, wasting the lives of their own men,
As long as it hurts the enemy, too.

📍 49.081238, 37.999696

#OSINT #military #Strategy
#StandWithUkraine 🇺🇦

🚁 Russian helicopter parked 𝐨𝐧 𝐭𝐨𝐩 of fake jetfighter ✈️
A decoy, painted on the ground 🤣

Note the shadow cast by the helicopter's rotors
While the fake Su-30 has no shadow at all 🎨

🚀 As a result of continued successful Ukrainian strikes on #military locations, russia has begun installing decoys and deception techniques in an attempt to obstruct Ukrainian targeting efforts.

💡 At Kirovskoe Airfield in occupied #Crimea there are multiple decoy russian fighter aircraft painted on concrete - to make the invaders' airforce seem 'bigger' than it actually is.

These paintings have also been observed across at least 12 other russian air bases, demonstrating the extent of russian concern for future Ukrianian strikes! 👀

🤣 However, Russian helicopters still regularly land on the painted decoy fighter silhouettes, completely undermining the deception attempt.

This is the russian 'Maskirovka' (disguise) #military doctrine in action. 

🛰️ But in the modern day of #satellite based #Intelligence gathering and cross-referencing of images, good old 'Maskirovka' leaves much to be desired 🤡

As no amount of doctrine can account 
For human 𝐬𝐭𝐮𝐩𝐢𝐝𝐢𝐭𝐲. 

𝐏𝐒: Or maybe they're just cuddling? 💕

#OSINT #StandWithUkraine 🇺🇦

🤯 Amazon's 'Just Walk Out' stores are 𝐟𝐚𝐤𝐞. 
It wasn't #AI just thousands of workers from #India 

#Amazon billed its "Just Walk Out" stores as some triumph of #Technology
But it was never cameras and #MachineLearning 📸

❗ In reality, it was powered by thousands of low-paid Indian workers manually adding up items in your cart as you shopped.

How insanely dystopian 👀

☝️ The company now says they’re moving away from Just Walk Out, which relied on cameras and sensors to track what people were leaving the store with. Though it seemed completely automated, Just Walk Out relied on more than 1,000 people in India watching and labeling videos to ensure accurate checkouts. The cashiers were simply moved off-site, and they watched you as you shopped.

🙄 It was quite literally just people overseas (yes, cost cutting) watching livestreams trying to keep track of what you picked up.

😐 Instead, Amazon is now moving towards 'Dash Carts', a scanner and screen that’s embedded in your shopping cart, allowing you to checkout as you shop.

🤣 I remember CTOs, consultants, techies and 'influencers' all hailing Amazon's stores as some grand future of #retail 

And now it turns out...it was fake. 
It was AI - All Indians.

"Fake it until you're found out."

📸 A Russian T-62 tank, designed in 1961, tuned with a giant anti #drone shelter, "grills" that cover the entire upper body hull, camouflage nets, and an electronic warfare station.

☝️  Russian tankmen are trying to survive on the battlefield in the face of FPV #drones fielded by #Ukraine that can destroy any Russian armored vehicle - at a fraction of the cost.

This is why, even after two years of full-scale invasion, the Russian #Military still hasn't fielded their 'new' T-14 Armata tanks to the front.

🔥 As they would be be instantly destroyed, like any other tank.

And so, Moscow lets their Russian tankmen burn in cheap old tanks instead.

🎯 Drones equipped with precision-guided munitions can target and destroy tanks from a safe distance, making the tanks vulnerable to attacks from above without direct line-of-sight or proximity.

🔍 Modern drones have sophisticated surveillance systems that can detect tanks and track their movements, negating the advantage of armored vehicles' ability to use terrain for cover.

💥 Plus drones offer a cost-effective solution to disable armored units without risking human pilots. As unmanned systems, they reduce the human cost of engaging enemy defenses, whereas tanks require crew and risk significant personnel loss.

These are the Drone Wars. 

#OSINT #Intelligence 
#StandWithUkraine 🇺🇦

💙 This is Liza the combat cat 💛
🐈 She was wounded in December 2023 

🚀 When a Russian missile hit near her home 
As Russian aggression 𝐡𝐮𝐫𝐭𝐬 far more than humans alone.

Luckily, #Ukraine Defenders found and cared for Liza,
And nursed her back to health.

Liza's injuries healed. And now she has kittens 

💕 And the warriors care for the whole #family

#Kindness #Animalrights
#StandWithUkraine 🇺🇦

🇺🇸 When the #USA tells 🇺🇦 #Ukraine not to strike Russia
Isn't this what they really mean?

☝️ Today, US Secretary of State Antony Blinken once again emphasized that it does not support nor enable Ukrainian strikes outside Ukrainian territory, such as recent attacks on Russian oil refineries (which badly 𝐡𝐮𝐫𝐭 russia's war machine) 

The statement led to plenty of criticism, like:
🎯 By international law, Ukraine has the right to defend itself, as well as the right to strike #military targets on enemy territory (like fuel and weapon production facilities)

🤷‍♂️ Since the US hasn't passed aid for 6 months, 
They don't get to tell Ukraine what to attack 

💥 Some even made comparisons to Pearl Harbor and 9/11, when the US sure didn't refrain from attacking enemy territory in response.

Public statements aside 🤔

Isn't this just standard US #policy ? To officially denounce the strikes while secretly handing Ukraine #Intelligence and targeting info?

It's plausible deniability.

𝐏𝐒: Deadpool does not actually represent the official opinion of the United States Federal Government.

#StandWithUkraine 🇺🇦

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