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As an aspiring telemetry engineer studying aerospace engineering, Natalia and her sister Nuria finally got to meet Patricia Pacheco, LCR Team’s data analyst engineer🫂✨ Those moments were a spark of inspiration on her path to MotoGP! 🔜 #MotoGP

MotoGP™🏁

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This one is wild. 15 men just got busted in a Miami undercover teen sex trafficking sting. They all responded to fake online ads where undercover officers posed as a mom offering her 13- and 15-year-old daughters for sex. Among the men arrested: a college student, an aerospace engineer, and a Miami-Dade County employee. In court, their lawyers asked the judge to set bond for all three of them. A county employee showing up to meet what he thought were underage girls… and they’re already trying to get him back out so he can potentially go back to work?

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This one is wild. 15 men just got busted in a Miami undercover teen sex trafficking sting. They all responded to fake online ads where undercover officers posed as a mom offering her 13- and 15-year-old daughters for sex. Among the men arrested: a college student, an aerospace engineer, and a Miami-Dade County employee. In court, their lawyers asked the judge to set bond for all three of them. A county employee showing up to meet what he thought were underage girls… and they’re already trying to get him back out so he can potentially go back to work?

Desiree

92,684 views • 4 months ago

🚨The Day a Family Discovered Their Soviet Area 51 Past When Natalia and Gene opened the bundle her father mailed before he died, they expected family keepsakes. Instead they found pages of advanced equations, propulsion diagrams, and full engineering schematics of a flying saucer. He had labeled it plainly UFO and saucer. Technical drawings from someone who knew exactly what he was documenting. The shock hit harder when they learned the truth her family hid for decades. Her father wasn't a plumber. He was a Soviet aerospace engineer stationed inside the USSR's Area 51 equivalent where he spent years trying to reverse engineer non-human technology. #UAP #UFO #Disclosure #RossCoulthart #ColdWarFiles #SkywatchSignal Source:

🚨The Day a Family Discovered Their Soviet Area 51 Past When Natalia and Gene opened the bundle her father mailed before he died, they expected family keepsakes. Instead they found pages of advanced equations, propulsion diagrams, and full engineering schematics of a flying saucer. He had labeled it plainly UFO and saucer. Technical drawings from someone who knew exactly what he was documenting. The shock hit harder when they learned the truth her family hid for decades. Her father wasn't a plumber. He was a Soviet aerospace engineer stationed inside the USSR's Area 51 equivalent where he spent years trying to reverse engineer non-human technology. #UAP #UFO #Disclosure #RossCoulthart #ColdWarFiles #SkywatchSignal Source:

Skywatch Signal

47,118 views • 8 months ago

This is heartbreaking— A young Ghanaian student, Nana Agyei, just 18 years old, studying Electrical Engineering at Riga University in Latvia, has tragically passed away after being poisoned. According to reports, before his death, he managed to send a voice note to his sister, crying out for help in his final moments His sister has now taken to social media to seek justice for her little brother, whose only dream was to become a great Electrical Engineer and make his family proud. What a wicked world we live in — a world where innocent dreams are cut short by envy and cruelty #JusticeForNanaAgyei

This is heartbreaking— A young Ghanaian student, Nana Agyei, just 18 years old, studying Electrical Engineering at Riga University in Latvia, has tragically passed away after being poisoned. According to reports, before his death, he managed to send a voice note to his sister, crying out for help in his final moments His sister has now taken to social media to seek justice for her little brother, whose only dream was to become a great Electrical Engineer and make his family proud. What a wicked world we live in — a world where innocent dreams are cut short by envy and cruelty #JusticeForNanaAgyei

Maqcoy Reports

75,638 views • 9 months ago

On December 7, 1972, Carlito Dimahilig, a geodetic engineer, attempted to kill FL Imelda Marcos during an awarding ceremony of her National Beautification and Cleanliness Contest. It was witnessed by Filipinos as it was aired over national television. 📹 Associated Press

On December 7, 1972, Carlito Dimahilig, a geodetic engineer, attempted to kill FL Imelda Marcos during an awarding ceremony of her National Beautification and Cleanliness Contest. It was witnessed by Filipinos as it was aired over national television. 📹 Associated Press

🏛 ᜀ ᜃᜓ ᜐᜒ ᜇ᜔ᜌᜓᜈ᜔ 🏛

1,415,263 views • 2 years ago

What is it like to be a founding engineer at a startup, and how do you become one? Michelle Lim joined Warp as the founding engineer, and she's now a founder at Flint AI where she is hiring founding engineers. We talk through her journey and tactics helpful for anyone wanting to make an impact at a startup. Watch or listen: • YouTube: • Spotify: • Apple: Brought to you by: •⁠ Statsig ⁠ — ⁠ The unified platform for flags, analytics, experiments, and more. •⁠ Linear ⁠ — ⁠ The system for modern product development. I really liked how Michelle was realistic how, as a founding engineer, you have two jobs at once: #1: Software engineering. Build the stuff you need to do #2: Everything else to help the business succeed, including lots of things that are not to do with software engineering! Do all of these once you did job #1 well. In return, you get to learn a lot on how a business is built - which will help you if and when you become a founder yourself! Thanks for the great convo, Michelle, and keep it up!

What is it like to be a founding engineer at a startup, and how do you become one? Michelle Lim joined Warp as the founding engineer, and she's now a founder at Flint AI where she is hiring founding engineers. We talk through her journey and tactics helpful for anyone wanting to make an impact at a startup. Watch or listen: • YouTube: • Spotify: • Apple: Brought to you by: •⁠ Statsig ⁠ — ⁠ The unified platform for flags, analytics, experiments, and more. •⁠ Linear ⁠ — ⁠ The system for modern product development. I really liked how Michelle was realistic how, as a founding engineer, you have two jobs at once: #1: Software engineering. Build the stuff you need to do #2: Everything else to help the business succeed, including lots of things that are not to do with software engineering! Do all of these once you did job #1 well. In return, you get to learn a lot on how a business is built - which will help you if and when you become a founder yourself! Thanks for the great convo, Michelle, and keep it up!

Gergely Orosz

17,126 views • 8 months ago

How do I transition from Data engineer to AI engineer? Here's a structured 6-step transition path: You already have the hardest part: engineering fundamentals + production mindset. The goal is to add the AI layer on top. Step 1: Work inside an AI-flavored data pipeline - Ingestion + cleaning for RAG / analytics - Chunking, metadata, indexing - Observability and data quality checks Step 2: Learn how model providers work - APIs, limits, retries, rate limits - Latency and cost trade-offs - Privacy and data handling constraints Step 3: Prompting as an engineering discipline - Prompt templates - Versioning + change logs - Structured outputs (JSON schemas) Step 4: Evaluation for generative systems - Golden sets - Automated checks (format, factuality signals, regressions) - Human review loops when it matters Step 5: Tool integration + agentic flows - Function/tool calling - Guardrails (allowed tools, timeouts, fallbacks) - Tracing what the agent did and why Step 6: Build 1-2 small projects end-to-end Examples: - RAG assistant over internal docs - Ticket triage bot with tool calls + evals For an experienced data engineer, this is usually not a multi-year shift. With focused effort + hands-on work, ~3-4 months can be enough to become interview-ready. If you're making this transition, what part feels most unclear: evals, prompting, or agents?

How do I transition from Data engineer to AI engineer? Here's a structured 6-step transition path: You already have the hardest part: engineering fundamentals + production mindset. The goal is to add the AI layer on top. Step 1: Work inside an AI-flavored data pipeline - Ingestion + cleaning for RAG / analytics - Chunking, metadata, indexing - Observability and data quality checks Step 2: Learn how model providers work - APIs, limits, retries, rate limits - Latency and cost trade-offs - Privacy and data handling constraints Step 3: Prompting as an engineering discipline - Prompt templates - Versioning + change logs - Structured outputs (JSON schemas) Step 4: Evaluation for generative systems - Golden sets - Automated checks (format, factuality signals, regressions) - Human review loops when it matters Step 5: Tool integration + agentic flows - Function/tool calling - Guardrails (allowed tools, timeouts, fallbacks) - Tracing what the agent did and why Step 6: Build 1-2 small projects end-to-end Examples: - RAG assistant over internal docs - Ticket triage bot with tool calls + evals For an experienced data engineer, this is usually not a multi-year shift. With focused effort + hands-on work, ~3-4 months can be enough to become interview-ready. If you're making this transition, what part feels most unclear: evals, prompting, or agents?

Alexey Grigorev

13,694 views • 5 months ago

RIP Dame Patricia Routledge 😥 I posted this back in May and it went down a storm, both with those who remembered Kitty from Victoria Wood on TV and those who were new to the character. As sad as it is to lose somebody as talented and, dare I say as iconic as Dame Patricia Routledge, we will always have her legacy. And what a legacy that is. Keeping up Appearances, Hetty Wainthropp Investigates, Alan Bennett’s Talking Heads, et al. And that’s just TV. For her work on the stage she won an Olivier Award and a Tony. She was also awarded more doctorates than you could wave a stick it, which won’t surprise anyone. Dame Patricia’s final honour, which was awarded to her just last year, was the Freedom of the Borough of Wirrall. Surely it should have been Cheadle! God bless Patricia Routledge x

RIP Dame Patricia Routledge 😥 I posted this back in May and it went down a storm, both with those who remembered Kitty from Victoria Wood on TV and those who were new to the character. As sad as it is to lose somebody as talented and, dare I say as iconic as Dame Patricia Routledge, we will always have her legacy. And what a legacy that is. Keeping up Appearances, Hetty Wainthropp Investigates, Alan Bennett’s Talking Heads, et al. And that’s just TV. For her work on the stage she won an Olivier Award and a Tony. She was also awarded more doctorates than you could wave a stick it, which won’t surprise anyone. Dame Patricia’s final honour, which was awarded to her just last year, was the Freedom of the Borough of Wirrall. Surely it should have been Cheadle! God bless Patricia Routledge x

James Hogg

154,234 views • 10 months ago

Some people who are willing to acknowledge that Jose Menendez was abusive and deserved what he got like to also say Kitty was an innocent victim and Erik and Lyle should be in prison for what they did to her. Kitty Menendez was not an innocent victim. On top of being aware of the violent sexual abuse her sons were experiencing at the hands of her husband and doing NOTHING to stop it, she herself was physically, emotionally, and verbally abusive to both boys and even sexually assaulted Lyle herself. Kitty was not an innocent victim. The boys saw her as the same level of threat as they viewed their father and they had good reason to. Stop trying to advocate for a woman who couldn’t even advocate for her own sons. Whose own sister refuses to advocate for her because of what she did to her kids.

Some people who are willing to acknowledge that Jose Menendez was abusive and deserved what he got like to also say Kitty was an innocent victim and Erik and Lyle should be in prison for what they did to her. Kitty Menendez was not an innocent victim. On top of being aware of the violent sexual abuse her sons were experiencing at the hands of her husband and doing NOTHING to stop it, she herself was physically, emotionally, and verbally abusive to both boys and even sexually assaulted Lyle herself. Kitty was not an innocent victim. The boys saw her as the same level of threat as they viewed their father and they had good reason to. Stop trying to advocate for a woman who couldn’t even advocate for her own sons. Whose own sister refuses to advocate for her because of what she did to her kids.

Justice 4 Lyle and Erik

74,640 views • 1 year ago

A Tribute to Béatha Mukarubuga – Maman Lambert We are deeply saddened by the passing of Béatha Mukarubuga, affectionately known as Maman Lambert, on September 5th, 2024. A survivor of the 1994 Genocide against the Tutsi, Maman Lambert endured unimaginable loss, as five of her children, her husband, and her extended family were murdered. Yet, with resilience, she rebuilt her life alongside three surviving children and opened her heart to fourteen Genocide orphans whom she adopted as her own. Through her powerful testimony, Maman Lambert shared with Kigali Genocide Memorial and Aegis Trust her difficult yet remarkable journey of survival, forgiveness, and resilience. Her courage, strength, and commitment to memory preservation, healing, and reconciliation have left an indelible mark on all of us. The entire Kigali Genocide Memorial and Aegis Trust team send their deepest condolences to Maman Lamber't family during this painful time. We share with you some moments (5 short clips) from Maman Lambert’s testimony—her story of surviving the Genocide, her path to healing and forgiveness, and her message of rebuilding and hope for us all. 1/5

A Tribute to Béatha Mukarubuga – Maman Lambert We are deeply saddened by the passing of Béatha Mukarubuga, affectionately known as Maman Lambert, on September 5th, 2024. A survivor of the 1994 Genocide against the Tutsi, Maman Lambert endured unimaginable loss, as five of her children, her husband, and her extended family were murdered. Yet, with resilience, she rebuilt her life alongside three surviving children and opened her heart to fourteen Genocide orphans whom she adopted as her own. Through her powerful testimony, Maman Lambert shared with Kigali Genocide Memorial and Aegis Trust her difficult yet remarkable journey of survival, forgiveness, and resilience. Her courage, strength, and commitment to memory preservation, healing, and reconciliation have left an indelible mark on all of us. The entire Kigali Genocide Memorial and Aegis Trust team send their deepest condolences to Maman Lamber't family during this painful time. We share with you some moments (5 short clips) from Maman Lambert’s testimony—her story of surviving the Genocide, her path to healing and forgiveness, and her message of rebuilding and hope for us all. 1/5

Kigali Genocide Memorial

53,229 views • 1 year ago

The flower girl finally won! She appeared in every episode, hoping for a chance to meet Basara and thank him as a fan, but she couldn’t do it, she got interrupted every single time and i really felt sorry for her. Basara's music means a lot to her, probably because his songs helped her through tough times. She’s a nameless character in this story, but she still felt important because I was looking forward to her finally getting the chance to give those flowers to Basara. She’s one of my favorite side characters, even though she hardly spoke.

The flower girl finally won! She appeared in every episode, hoping for a chance to meet Basara and thank him as a fan, but she couldn’t do it, she got interrupted every single time and i really felt sorry for her. Basara's music means a lot to her, probably because his songs helped her through tough times. She’s a nameless character in this story, but she still felt important because I was looking forward to her finally getting the chance to give those flowers to Basara. She’s one of my favorite side characters, even though she hardly spoke.

HIM'EL 🗡️ 勇者 #ThankYouMiura

44,156 views • 11 months ago

This gentle Beagle has never been called by a real name. Throughout her years in a testing laboratory, she was known only as a number. Every time a hand reached out to her, it wasn't to comfort or show love—it only brought pain and fear. Now, she's finally free. But those memories still linger, making her tremble whenever someone reaches toward her. Even so, there's still a tiny spark of hope shining in her eyes… a hope that she will never have to be afraid again, and that from now on, she'll spend the rest of her life surrounded by love, kindness, and the peace she has always deserved. 💖✨

This gentle Beagle has never been called by a real name. Throughout her years in a testing laboratory, she was known only as a number. Every time a hand reached out to her, it wasn't to comfort or show love—it only brought pain and fear. Now, she's finally free. But those memories still linger, making her tremble whenever someone reaches toward her. Even so, there's still a tiny spark of hope shining in her eyes… a hope that she will never have to be afraid again, and that from now on, she'll spend the rest of her life surrounded by love, kindness, and the peace she has always deserved. 💖✨

Beauty of music and nature 🌺🌺

201,336 views • 1 month ago

Meet Mazionah, a 12-year-old girl from #Gaza who sustained severe injuries to her face and jaw after the Nuseirat massacre on June 8th. Her older sister Hala, 13, and her brother Mohannad, 10, were killed in the attack. Laying beside her sister and FAJR Surgeon Dr. Mohammed Tahir, Mazionah's spirit shines brightly. Dr. Tahir and the #FAJR team have pledged to provide her with the best care and treatment, dedicated to restoring her beautiful smile to match her radiant spirit. FAJR is establishing an evacuation plan for Mazionah to receive urgent #medical care overseas. To support Mazionah's medical care, please donate at and select 'Evacuation of Children from Gaza' in the dropdown. #war #Palestine

Meet Mazionah, a 12-year-old girl from #Gaza who sustained severe injuries to her face and jaw after the Nuseirat massacre on June 8th. Her older sister Hala, 13, and her brother Mohannad, 10, were killed in the attack. Laying beside her sister and FAJR Surgeon Dr. Mohammed Tahir, Mazionah's spirit shines brightly. Dr. Tahir and the #FAJR team have pledged to provide her with the best care and treatment, dedicated to restoring her beautiful smile to match her radiant spirit. FAJR is establishing an evacuation plan for Mazionah to receive urgent #medical care overseas. To support Mazionah's medical care, please donate at and select 'Evacuation of Children from Gaza' in the dropdown. #war #Palestine

FAJR Global

332,016 views • 2 years ago

This week in Grand Rapids and Howell, Michigan, I met an operating engineer who has made a down payment on his first home — and a young woman who left a flower shop and is now earning $50 an hour building her path to a middle-class life. If we give our veterans a $10,000 signing bonus to enter the building trades, we’re not just filling a job — we’re opening the door to the American Dream for another generation of Americans. The answer to America’s challenges starts with investing in Americans.

This week in Grand Rapids and Howell, Michigan, I met an operating engineer who has made a down payment on his first home — and a young woman who left a flower shop and is now earning $50 an hour building her path to a middle-class life. If we give our veterans a $10,000 signing bonus to enter the building trades, we’re not just filling a job — we’re opening the door to the American Dream for another generation of Americans. The answer to America’s challenges starts with investing in Americans.

Rahm Emanuel

14,949 views • 6 months ago

Lisa Ann revealed she got arrested by the police at a Matt Rife comedy show, she says she and her friend had gotten a seat two rows from the stage and just as Matt rife was about to come on stage the security came to her ad told ger she has to leave because she was on her phone. She told them she wasn't on her phone and told them to check the cctv or the data on her phone to show them she wasn't on her phone but they told her If she won't leave they were going to arrest her for trespassing and she told them to arrest her and they spun her around and slammed her against the wall. She says they even brought an ambulance for a psychiatric hold claiming she was intoxicated.

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Lisa Ann revealed she got arrested by the police at a Matt Rife comedy show, she says she and her friend had gotten a seat two rows from the stage and just as Matt rife was about to come on stage the security came to her ad told ger she has to leave because she was on her phone. She told them she wasn't on her phone and told them to check the cctv or the data on her phone to show them she wasn't on her phone but they told her If she won't leave they were going to arrest her for trespassing and she told them to arrest her and they spun her around and slammed her against the wall. She says they even brought an ambulance for a psychiatric hold claiming she was intoxicated.

𝙔𝙖gi

334,522 views • 13 days ago

Behind every badge is a story. Meet Constable Madellene Nolan-Biondic. After immigrating from Australia to Canada when she was a teenager, she knew that she wanted to serve the community that welcomed her and her family with open arms. Public safety is where Cst. Nolan-Biondic found her purpose, her strength and her willingness to never give up – knowing that people across #Halton were counting on her to help them through their hardest days and most vulnerable moments. Being a police officer is a privilege rooted in qualities of integrity, honesty and respect – qualities that resonate with those who are driven to Serve with Heart. Apply today: #ServeWithHeart #Halton

Behind every badge is a story. Meet Constable Madellene Nolan-Biondic. After immigrating from Australia to Canada when she was a teenager, she knew that she wanted to serve the community that welcomed her and her family with open arms. Public safety is where Cst. Nolan-Biondic found her purpose, her strength and her willingness to never give up – knowing that people across #Halton were counting on her to help them through their hardest days and most vulnerable moments. Being a police officer is a privilege rooted in qualities of integrity, honesty and respect – qualities that resonate with those who are driven to Serve with Heart. Apply today: #ServeWithHeart #Halton

Halton Police

19,729 views • 6 months ago

On Navratri Day 2 we worship Maa Brahmacharini, the second form of Goddess Durga. ✨ Story / Significance: After taking birth as the daughter of Himalaya, the Goddess chose a life of penance (Brahmacharya) to win Lord Shiva as her husband. She performed severe tapasya—walking barefoot in forests, living only on fruits and later on leaves, and finally even giving up water and food. Her deep devotion and unwavering penance pleased Lord Shiva, who accepted her as his consort. 🌸 Symbolism: •She represents devotion, discipline, and patience. •She holds a japamala and a kamandal (water pot), showing the path of meditation and tapas. •Worshipping her brings strength to endure hardships, removes confusion, and blesses devotees with spiritual wisdom.

On Navratri Day 2 we worship Maa Brahmacharini, the second form of Goddess Durga. ✨ Story / Significance: After taking birth as the daughter of Himalaya, the Goddess chose a life of penance (Brahmacharya) to win Lord Shiva as her husband. She performed severe tapasya—walking barefoot in forests, living only on fruits and later on leaves, and finally even giving up water and food. Her deep devotion and unwavering penance pleased Lord Shiva, who accepted her as his consort. 🌸 Symbolism: •She represents devotion, discipline, and patience. •She holds a japamala and a kamandal (water pot), showing the path of meditation and tapas. •Worshipping her brings strength to endure hardships, removes confusion, and blesses devotees with spiritual wisdom.

Annapurna Astro / Swati🚩

25,132 views • 11 months ago

In 2020, at the Formula 1 Styrian Grand Prix, Stephanie Travers became the first black woman to stand on the Formula 1 podium. As Trackside Fluid Engineer for Mercedes-AMG PETRONAS F1 Team, Steph was responsible for analysing all fluids within the car over a race weekend. To celebrate #NationalEngineeringDay, we spoke to Steph about what inspired her to pursue engineering, that special moment with Lewis Hamilton, and the work we're is doing to drive change and inspire the next generation of talented engineers from around the world. Read more about Steph’s incredible journey in ‘Against the Flow’ by Esses: This is Engineering Royal Academy of Engineering

In 2020, at the Formula 1 Styrian Grand Prix, Stephanie Travers became the first black woman to stand on the Formula 1 podium. As Trackside Fluid Engineer for Mercedes-AMG PETRONAS F1 Team, Steph was responsible for analysing all fluids within the car over a race weekend. To celebrate #NationalEngineeringDay, we spoke to Steph about what inspired her to pursue engineering, that special moment with Lewis Hamilton, and the work we're is doing to drive change and inspire the next generation of talented engineers from around the world. Read more about Steph’s incredible journey in ‘Against the Flow’ by Esses: This is Engineering Royal Academy of Engineering

Mission 44

162,200 views • 9 months ago

Here is a video of Kelsey Fitzsimmons answering her door after 3 of her coworkers at the North Andover Police Department showed up to serve her with a restraining order. Moments later one of them shot her after he claims she pulled a gun on him. She disputes this account and says that she wanted to kill herself after finding out they were taking her baby, after the father of her child got an ex parte order on her. In the video she is holding her one month old son, who she has not held since.

Here is a video of Kelsey Fitzsimmons answering her door after 3 of her coworkers at the North Andover Police Department showed up to serve her with a restraining order. Moments later one of them shot her after he claims she pulled a gun on him. She disputes this account and says that she wanted to kill herself after finding out they were taking her baby, after the father of her child got an ex parte order on her. In the video she is holding her one month old son, who she has not held since.

Aidan Kearney

83,224 views • 7 months ago