Arga Daneshwara (@argadanesh) header
Arga Daneshwara (@argadanesh) profile picture

Indonesian soul in Germany | Data engineer by day, photographer by passion

Frankfurt on the Main, Germany
Joined June 2009
Photo by Arga Daneshwara (@argadanesh)Photo by Arga Daneshwara (@argadanesh)Photo by Arga Daneshwara (@argadanesh)Photo by Arga Daneshwara (@argadanesh)Photo by Arga Daneshwara (@argadanesh)Photo by Arga Daneshwara (@argadanesh)Photo by Arga Daneshwara (@argadanesh)Photo by Arga Daneshwara (@argadanesh)Photo by Arga Daneshwara (@argadanesh)Photo by Arga Daneshwara (@argadanesh)
The current Indonesian market and macroeconomic situation is quite unique 🥲 IHSG dan Rupiah kompak banget merahnya bjirrr The IDX Composite just dropped 1.67%, falling back to the 6,000 level. As for our currency, which has tumbled back to Rp18,000 per USD (again lol) I initially thought it was driven by the BEI's Special Monitoring Board (PPK) policy, but it turns out, it's heavily affected by capital outflows triggered by the 10-year US Treasury yield hitting its highest record since 2007
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Ini dia pelakunya, Kak Yura.
Di tempat seindah ini kenapa suamiku tiba tiba jadi pendiam ya? kamu kenapa? 🫣🫠
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Pro Ref has admitted an 'error of judgement' in awarding Manchester City's winner at Manchester United in their 1-0 victory at Old Trafford. Erling Haaland's goal was initially disallowed for offside on the pitch before VAR overturned the decision.
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If Israel was a football player
Always the same tactic. Initiate then play victim. xitter.cf/Fty_Updates/status/208…
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The coldest Bruno Fernandes edit ever 😤🔥
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This is also the "Haaland problem" with being the strongest! So everyone pushes, but you don't fall over. But if you push and they let themselves go to the ground, of course you get called for the foul! @SHAQ knows! 😂
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Incredible Egyptian goal is disallowed because of a foul far away, then same situation a few minutes later and goal for Argentina not disallowed! No VAR, nothing? FIFA again looks like a corrupt joke, playing favorites for stars.
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Rupanya lagu Pak Bahlil sudah sampai ke halaman rumah. Awalnya saya kira ada apa di depan rumah saya Gang Kutai Utara, Solo. Ternyata anak-anak muda lagi semangat joget, "Mas Bahlil ganteng!" Saya melihat sendiri generasi muda mengekspresikan kegembiraan mereka dengan cara yang unik. Yang jelas, semangat dan kreativitasnya patut diapresiasi. Salam dari Solo.
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VAR made the right decision there, but the consistency in this league is all over the place. Different decisions and rules every week.
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Ibam dikriminalisasi itu bener Pns korban kemiskinan struktural juga bener Dua duanya bener Yang salah pemerintah yang kontol Ayo asn berserikat diluar korpri, berorganisir, lawan
Menarik ga si baca narasi tech bros jd pahlawan/martir krn di tengah karirnya milih kerja buat negara Sementara 4 juta++ @PNS_Ababil birokrat guru dosen nakes dll yg sejak awal milih bekerja untuk rakyat selamanya jadi BEBAN NEGARA
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pak @prabowo 🙏 mewakili kami semua anak-anak teknologi 🇮🇩 ibam adalah representasi terbaik dari kami ikhlas mengabdi untuk negeri melepaskan tawaran milyaran gaji dari luar negeri jika tiada keadilan & betapa kejamnya ia didholimi niscaya tiada lagi dari kami mau mengabdi
Bismillahirrahmanirrahim. Hari ini, izinkan saya Ririe, mewakili Ibam dan anak-anak kami, menyampaikan Surat Terbuka kepada Pemimpin tertinggi negeri, Presiden Republik Indonesia, Bapak Prabowo Subianto. Dengan segala kerendahan hati, kami memohon perlindungan hukum dari ketidakadilan yang kami hadapi. Agar kebenaran tidak dikalahkan oleh hal-hal di luar fakta persidangan. Agar keadilan benar-benar ditegakkan sebagaimana mestinya. Kami percaya, negara tidak boleh membiarkan warganya merasa sendirian dalam menghadapi ketidakadilan. Semoga surat ini sampai dan diterima dengan baik oleh Bapak Presiden. Demi keadilan berdiri setegak-tegaknya di negeri ini. Demi hilangnya rasa takut dari mereka-mereka yang dengan jujur dan tulus hendak membantu negara dengan keahlian mereka. Terima kasih, Bapak Presiden @prabowo 🙏🏻
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Ini Ibam, bicara sendiri agar Ririe terlindungi. Betul, ketika belum jadi tersangka, saya dapat ancaman: buat pernyataan "mengarah ke atas" kalau tidak kasusnya "akan diperluas". Saya tolak, ngga mau bohong & zalim. Tiga minggu kemudian, saya jadi tersangka. Saya tolak bukan untuk lindungi Nadiem, tapi karena memang ngga pernah ada arahan dari Nadiem ke saya agar pengadaannya jadi Chromebook semua. Seperti yang terungkap dari 22x sidang, tidak ada sama sekali arahan dari atas seperti itu. Saya hanya diminta memberi masukan netral dan objektif sebagai konsultan. Artinya, ketika menerima ancaman tersebut saya dihadapkan ke dua pilihan: Berbohong mengarang cerita menuduh orang lain untuk menyelamatkan diri sendiri. Atau, berpegang kepada integritas, kejujuran, dan kebenaran yang saya yakini, dan menolak untuk berbohong. Dengan shalat istikharah dan kesadaran penuh akan risikonya, saya memilih jalan yang kedua: kejujuran. Insya Allah selalu berpegang pada kejujuran akan berujung pada kebaikan untuk saya, Ririe, dan keluarga kecil kami. Kalau tidak di dunia, maka di akhirat kelak. Lalu jawabannya apa ketika saya menolak untuk berbohong? "Oke, kami perluas.” Saya tidak berdaya. Ya Allah, apa lagi yang bisa kami lakukan ketika dihadapkan pada pilihan seperti itu? Pegangan kami hanya prinsip integritas dan kejujuran. Ketika konsekuensinya beberapa minggu kemudian saya dinyatakan tersangka, kami hanya bisa memperbanyak istighfar dan ikhtiar. Kami jalani dan hormati proses hukum yang ada dengan tabah, kami berniat jelaskan di persidangan fakta-fakta yang membuat terang, kami masih percaya dengan hukum Indonesia. Mungkin ngga banyak yang tahu, tapi Ririe istri saya adalah seorang sarjana dan magister hukum. Di Belanda dulu kami banting tulang nabung dan berhemat banyak, supaya bisa bayar uang kuliah S2 Ririe. Dari Ririe, saya belajar banyak tentang hukum Indonesia, apa saja yang mungkin terjadi, dan bagaimana hukum kita tetap memungkinkan pembelaan yang efektif. Baik, mari berjuang di persidangan, luruskan seluruh tuduhan. Satu persatu fakta di persidangan muncul dengan terang benderang, satu persatu tuduhan bisa kami bantah. Sampai akhir rangkaian sidang, 57 orang saksi dihadirkan, tidak ada bukti saya menerima keuntungan dari perkara ini, tidak ada bukti masukan saya karena konflik kepentingan, tidak ada bukti saya mengarahkan. Yang terungkap malah saya sebagai konsultan sudah menyarankan Chromebook diuji dulu, pejabat menolak pengujian dan memutus Chromebook, nama saya dicatut di SK, masukan saya dipelintir. Kami merasa pembelaan hukum kami sudah maksimal, kebenaran sudah terungkap, tinggal menumpu harapan pada keadilan dan kebijaksanaan dari majelis hakim yang mulia, yang kami merasa sudah sangat objektif dan penuh kearifan sepanjang persidangan. Namun, ketika JPU menyebutkan tuntutan 15 tahun penjara, denda Rp1 miliar, uang pengganti Rp16,9 miliar subsider 7,5 tahun penjara tambahan... Ini titik kezaliman yang sangat terang benderang, tekanan kepentingan yang sangat kentara, saya memutuskan pembelaan saya tidak lagi bisa hanya di persidangan. Besok saya akan sidang pembelaan (pleidoi) dan kami bersurat kepada Presiden @prabowo Subianto serta @KomisiIII DPR, untuk memohon perlindungan hukum dari kriminalisasi, ketidakadilan, intimidasi, serta pengkambinghitaman yang sudah sekentara ini. Kami takut untuk bicara? Takut ada intimidasi lain? Itu risiko yang jelas, tapi kami tidak gentar. Tuntutan 22,5 tahun dan belasan miliar yang tidak mampu kami bayar mungkin dianggap akan membuat kami terdiam, tapi kami malah semakin berani untuk melawan kriminalisasi ini. Mohon bantuan, dukungan, dan perlindungannya dari masyarakat Indonesia, dari pekerja kreatif dan pekerja pengetahuan, serta dari semua yang ingin bantu negara atau takut dizalimi negara. Kami berjuang bukan untuk kami sendiri, tapi agar tidak ada lagi kriminalisasi dan ketakutan bagi mereka yang tulus mau bantu Indonesia. Kami masih percaya Indonesia bisa menjaga dan menghadirkan keadilan dalam kasus kami.
UPDATE: Ibrahim Arief (Ibam) — the tech consultant facing 15 years — just told a press conference he was coerced to turn on Nadiem but refused to do so. In 30 years, the playbook hasn’t changed. A deeply corrupt legal system used to intimidate and coerce ordinary Indonesians.
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In today's fixture where Brentford faced Fulham, Calvin Bassey's hair was clearly tugged at yet no red card was shown. What makes it even stranger is that it was officiated by the same referee that sent Martinez off vs Leeds. Scandalous. xitter.cf/bakker_fin60722/status…
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Replying to @FutballHQ_
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Achievement Unlocked: Memperkenalkan STMJ, Jahe Tubruk, Sate, dan Bakso ke negara lain lewat video game :D
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Never ever in my life did I expect I would read something like this from an anime. "Slave or not, every muslim has a duty to seek knowledge..."
✦ː First Main PV ː✦ Cast Announcement: Sitara (voiced by Akira Sekine) Fatima (voiced by Houko Kuwashima) Muhammad (voiced by Jun Saito) Tolui (voiced by Ryota Suzuki) Shira (voiced by Miyu Irino) ✨ TV anime Jaadugar: A Witch in Mongolia begins July 2026! #Jaadugar #AWitchInMongolia
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Como 1907 is deeply saddened by the passing of Michael Bambang Hartono. We extend our sincere condolences to the Hartono family and to all at the Djarum Group. Under the family’s leadership, the Club has entered a new chapter in its history, and we remember him with gratitude and respect.
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Beneran Solo Leveling
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DELETE THIS TWEET IMMEDIATELY
Knowing when stages come to an end. Knowing when to say goodbye when you feel that you will be remembered and respected forever. Four months to give my all for this badge and for our goal. Eternal respect and affection for Manchester United and its wonderful fans. Forever Red Devil.
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Since last year, I've arguably been wrongfully accused in a state corruption case. To defend my innocence, I spent past 6 weeks building an agentic AI swarm that: Analyzed 4700+ pages court docs Mapped 8900+ testimonies Found dozens of contradictions This is how I fight 👇🏼 First off, some context may be necessary. Even though I'm accused in a state corruption case, I'm not a government official. I'm a software engineer. I spent over 15 years building large-scale tech systems across Europe and Indonesia. I've led engineering teams of up to 600 people and helped grow a small tech startup into a unicorn. In 2016, I moved back from Europe to Indonesia, because I believe technology at scale could make a real difference to the millions of people in the nation. Six years ago, working as a tech consultant under a nonprofit foundation, I started advising Indonesia's Ministry of Education on building large-scale technology platforms. Public sector work pays significantly less than private sector, and I took close to a 50% pay cut to make the switch. I was fine with that. Using what I knew to help underserved communities in Indonesia felt like the right trade. Our mission was to build a user-centric superapp for public education, specifically for teachers and public schools, the kind of work the private sector ignores because there's no money in it. At some point, officials at the ministry asked for my input on one of their procurement plans. I helped them work through the technical details, shared what I knew, laid out the pros and cons, and recommended a set of tests they should run to determine which options were the most suitable. By the time they made their final decision and executed the procurement, I had already resigned from the consulting work, so I didn't think much of it. Fast forward to May 2025. My house was raided as part of a newly opened corruption investigation tied to that procurement. Two months later, I was named a suspect and placed under city detention due to my health. The trial started in January 2026. We've been through more than a dozen sessions so far, and not a single piece of evidence or testimony has been presented showing I received a single cent from the procurement. What came to light was the opposite: evidence and testimony that my recommendations were neutral and likely were ultimately ignored by the ministry's own team, who went ahead and made the call on their own. So why am I the one on trial? Because the ministry officials who did take money from the procurement vendors needed someone to blame for the decisions they made. Blaming an outside consultant is the easy way out. Witness testimonies in court has shown that the officials actively directed the procurement while claiming it was done on my instructions and even misled their own team within the ministry by saying I held a position of authority. We needed evidence to dispute those accusations, questions to cross-examine the witnesses, and we needed them fast. This is where my AI comes in. A few days before the trial began, we received a 4400-page printed document containing all the witness statements collected during the investigation, plus several hundred pages of other related documents. The information asymmetry is staggering. Those with deep enough pockets to hire large law firms can throw dozens of paralegals and associates at a document like that and mount a proper defense on short notice. I didn't have that kind of money. By then, I had been out of work for more than six months. The AI startup I founded had to shut down. Our investors asked us to return their funding. I had to lay off the entire team. Most of my lawyers are friends of my wife from her college days, who stepped up and waived most of their fees because they could see I was being railroaded. The whole situation felt hopeless. But somewhere in the middle of the despair, a spark lit up. Combing through and analyzing thousands of pages of documents is exactly the kind of problem AI was built for. I've built AI systems before, so I know the key to applying AI to a real-world problem is understanding the strengths and limitations of the available models, and figuring out how to make things not just work, but work efficiently enough to put into production. I was placed under city detention due to health issues with my heart, compounded by a tumor that has been growing rapidly over the past few months. But it also means I still have access to my dev PC. So I started with small experiments. My lawyers found a printing service that could scan the thousands of pages in a couple of days. At first, I tried simply uploading the scanned PDF into existing chatbots like ChatGPT, but the file was far too large for anything they could handle. Even when I managed to get it working through external cloud storage, the results were atrocious. Half of the strategies and "facts" the models surfaced were hallucinations. That wouldn't just be useless in court, it's actively dangerous and can jeopardize my defense. My experience building complex AI systems told me that the key to reducing those hallucinations is better data preprocessing. So I spent the first couple of weeks focusing on parsing the uploaded PDFs, running various kinds of text extraction, and eventually settled on building an agentic AI swarm that performs multiple layers of preprocessing and analysis. This multi-step analysis by several AI agents that swarm the PDF and extract different aspects of the case produces a dense knowledge graph where we can even trace the flow of money involved. My lawyers can now easily browse, filter, and search through nearly 9000 witness statements. We even discovered several witnesses with duplicate testimony, raising suspicion of coordinated efforts or tampering among them. But I didn't stop there. The processing chain includes several higher-level intelligence layers that draw from all the signals in the extracted knowledge graph. These layers add semantic understanding that powers a Chat AI feature, where we can ask specific questions about the case and get grounded answers. I even built a self-reflective sub-agent that automatically challenges and inspects the results to make sure there are zero hallucinations. Overall, the AI has helped me and my legal team uncover the big picture of what actually happened, and build questions that span hundreds of separate testimony sessions, giving us an unprecedented ability to cross-examine witnesses in court and significantly improved our defenses. But I have grander vision than just helping my own legal team. Indonesia's legal system is severely overburdened, with a huge number of cases flowing through the courts every year. This kind of AI could be a useful tool not just for lawyers, but also for judges and prosecutors trying to make sense of their caseloads. With the cross-examinations we've conducted and the weight of evidence that has come to light, we are aiming for an acquittal. Should that be the case, my pledge is to keep building this AI platform into something that can meaningfully improve the quality of justice in our legal system: by helping investigators analyze cases more thoroughly and shine a light on any potential crimes, by raising the standard of what prosecutors bring before a judge, and by giving lawyers the ability to uncover the truth in their clients' cases faster than ever before. Because in the end, I want what I've built to help more than just myself. I believe it can ease the burden on our judges and raise the quality of justice across the system in Indonesia.
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