Software Development. || AI engineering || Web and Mobile App development +19138992840 [email protected]

Joined August 2026
I'm developing ClinAI, a smart healthcare platform by Monalisa Tech Solutions, and I’d genuinely like healthcare professionals to take a look and tell us what you think. The AI assistant is being built to help with everyday healthcare tasks as well as more advanced work such as documentation, reporting, information support and health data analysis, while keeping responsible use of AI and healthcare guidance in mind. It’s still a work in progress, so your experience matters. Tell us what works, what doesn’t, and what you think we should add. Explore ClinAI: clin-ai-nine.vercel.app/ Monalisa Tech Solutions Email: [email protected] WhatsApp: +19138992840 WhatsApp/Call: +256749471528
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MONALISA TECH SOLUTIONS retweeted
🇺🇸 If a Muslim politician is accused of wrongdoing, investigate the evidence and hold him accountable if proven guilty. But don’t use one person’s allegations to make an entire religion look dangerous. Being Muslim is not a crime. Allegations require evidence, and justice must apply equally to everyone. Judge individuals by their actions, not their faith. ⚖️
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Good morning honourable @adoniaayebare @UgandaMFA @kasujja @UgandaMediaCent @StateHouseUg . Kindly update us on when we shall be able to travel to UAE directly from UGANDA. We want to restock for December season but eh.
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Stop scamming us . Bought this bundle yesterday and it only worked in 6 hours. Silly
Your GagaWeekend just got 12.5GB. Get the new bundle plus 20mins. Use MyMTN App to activate.
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Right honorable when are Ugandan passport holders allowed to enter UAE directly from UGANDA? @UgandaMFA
Happy Independence Day to All of us.
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MONALISA TECH SOLUTIONS retweeted
The hundreds of Ugandan alumni from Swedish universities are an invaluable bridge between 🇺🇬 and 🇸🇪 . I met with the board of the Swedish University Alumni in Uganda and discussed their experiences at @karolinskainst, @lunduniversity, @KTHuniversity, @JonkopingUni and @hogskolaniboras, made possible through @SwedishInst scholarships. These alumni continue to strengthen the ties between our countries, and we have exciting plans ahead. Meet them tomorrow in the 🇸🇪 booth at the #EUandUganda50 Research & Study Fair at @Makerere!
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If US is banning migration from 3rd world countries, them third world countries should stop exporting minerals to US. If DRC stops, AI and apple are down
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تستعد دبي كوميرسيتي لمرحلة جديدة على صعيد دعمها لنمو الاقتصاد الرقمي مع اقتراب تسليم المرحلة الثانية من مشروع توسعتها بإضافة أكثر من 91 ألف متر مربع من المساحات الجديدة باستثمارات تتجاوز 1.8 مليار درهم. التوسعة تعكس ثقة المستثمرين المتنامية بدبي، وقدرتها على استباق احتياجات الاقتصاد الجديد، وتعزيز مكانتها مركزاً عالمياً للاقتصاد الرقمي والتجارة المستقبلية، بما يدعم مستهدفات أجندة دبي الاقتصادية D33.
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By the way, security screening at UAE airports is strict, multilayered and taken extremely seriously. Anyone who has travelled through the UAE knows that. Even access to an ordinary event in the UAE can involve strict security procedures. So imagine the layers involved when it comes to airports, aircraft and the safety of hundreds of passengers. Anyone who has travelled through the UAE knows exactly how rigorous those procedures are. So spare us the movie-script theories about flydubai FZ1073. The UAE is also doing what serious institutions do: verify first, disclose responsibly, and move quickly once facts are established. Information is coming through official channels, the investigation is progressing, and further details will follow when they are ready — not when online speculation demands them.
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URA double billed me . I think selling imported goods is not for starters in this country. Mwana ssente ziffa. I once abused a URA tax assessor who just billed me minus assessing sales just because the shop had a lot of stock. What hurts is that the taxes are just being misused to abduct people, every time corruption reports. Ah Rubbish country
I closed my shop in Ntinda, sat somewhere on the road awo ku Kampala road nempulira ng’amaziga gampitamu man… asked myself what I’m gonna do next with all this stock. Selling it off cheaply was gonna hurt me more… giving up and sit home was gonna send me down into depression… I said nah bro, get up. Situka tuddemu tutambule…let’s try one more time in a new location…🙏🏾 pray for me fam
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Hello @Pepsi @PepsiUganda, why does Everest drink smell alcoholic when it is branded as non-alcoholic? @UNBSug, do you actually check the quality of the drinks Ugandans consume? Today, I had two Everest drinks from two different shops. At first, I thought perhaps the first shop owner had mixed the drink with an alcoholic beverage. I still drank it because it was cold, and I assumed the smell might have come from nearby alcoholic drinks. However, later in the evening, at around 17:30 EAT, I bought another Everest from a completely different location, far from where I had bought the first one. Surprisingly, it had the same strong alcoholic smell. I checked the label carefully, and it clearly states that the drink is non-alcoholic. However, the smell is much stronger and resembles that of an alcoholic drink. @UNBSug, do you test and monitor these drinks to ensure they meet the required quality and safety standards, or do you simply put a certification sticker on them? I would appreciate an explanation and clarification on this.
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MONALISA TECH SOLUTIONS retweeted
Hey @X algorithm 👋 Looking to #connect with people who are into: AI / ML GenAI LLMs RAG & AI Agents Open Source Building AI products Startups Python DSA & Problem Solving Learning in Public If that's you, let's connect 🤝
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I came across something that AI engineers and serious AI builders will probably want to see. Someone reportedly leaked system prompts and internal instructions for Claude Fable 5.1, Claude Opus, ChatGPT, Codex, Gemini, Grok, Copilot, DeepSeek, Qwen, Kimi, Perplexity, Cursor and many other AI systems. The repository includes prompts associated with: Anthropic Claude Fable 5.1, Claude Opus 5.5, Claude Opus 5, Claude Fable 5, Claude Opus 4.8, Claude Sonnet 5, Claude Opus 4.7, Claude Opus 4.6, Claude Sonnet 4.6, Claude Code, Claude Cowork, Claude Design, Claude Science OpenAI ChatGPT 5.6 Sol, ChatGPT 5.5 Thinking, ChatGPT 5.5 Instant, ChatGPT 5.4, ChatGPT 5.3, ChatGPT 5.2, ChatGPT 5, ChatGPT Atlas, ChatGPT 4.5, ChatGPT 4o, Codex GPT 5.6, Codex GPT 5.5, Codex GPT 5.4, Codex Spark Google Gemini 3.5 Flash, Gemini 3.1 Pro, Gemini 3, Gemini 2.5 Pro, Gemini 2.5 Flash, Gemini 2.0 Flash, Gemini CLI, NotebookLM, Jules, Antigravity CLI, Gemini in Chrome, Gemini Workspace xAI Grok 4.7, Grok 4.6, Grok 4.5, Grok Build, Grok 4.3 Beta, Grok 4.2, Grok Expert, Grok 4.1 Beta, Grok 4, Grok 3 And that is only part of it. There are also entries covering Perplexity, GitHub Copilot, VS Code Copilot, Copilot CLI, Cursor, Meta AI, Mistral Code, Kimi K2.6, DeepSeek, Qwen 3.6 Plus, OpenCode, Pi, Notion AI, Devin CLI, Docker Gordon, ElevenLabs Voice Agent, Reddit Answers, Zed AI, Brave Search, Character AI, Kagi Assistant, MiniMax, Proton Lumo, and more. The Claude Fable 5.1 prompt alone is reportedly 470,000+ characters and around 8,700 lines. What makes this worth looking at is the level of detail: tools, instructions, planning, search, file handling, safety, memory, coding workflows and agent behavior. If you build with AI, this is one of those repositories worth going through yourself. 🔗 Want the GitHub link? Comment GITHUB and I’ll send it to you.
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MONALISA TECH SOLUTIONS retweeted
While appearing on a panel discussion in a side event on the sidelines of the ongoing UNGA in New York, a moderator asked me how we ensure homosexuals in Uganda are not discriminated while accessing healthcare since we have a law on LGBTQIA. I assured the audience, which was largely white, that our law just confirms African belief, tradition, custom, ethos and culture; that homosexuality is not African. It is just s learnt behaviour, whchi we detest. That notwithstanding, Uganda does not discriminate homosexuals while receiving all kinds of services including health care. Uganda uses the principle of Jesus; He hated sin but embraced sinners.
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🌐 Explore ClinAI: clin-ai-nine.vercel.app/ I’ve been building ClinAI, an intelligent healthcare management system designed to improve how healthcare facilities manage patients, clinical workflows, diagnostics, pharmacy, billing, follow-ups, and healthcare data. I’m now looking at the next stage of the project and would love to hear from healthcare professionals, facility owners, developers, and digital health enthusiasts. What else should I add to ClinAI? I’m particularly interested in ideas around AI-powered clinical support, automation, patient experience, healthcare analytics, decision support, interoperability, and other practical features that could make the system more valuable to healthcare facilities. If you like the project, have suggestions, or would like to discuss collaboration: Whatsapp +256 703 953 711 Whatsapp +1 913 899 2840 Your feedback can help shape the next version of ClinAI.
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clin-ai-nine.vercel.app/ What can I add more in my intelligent healthcare system
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🧠 CLINAI — INTELLIGENT HEALTHCARE, CONNECTED CARE clin-ai-nine.vercel.app/ 🚀 I'm Developing CLINAI I'm developing CLINAI, an intelligent healthcare platform designed to connect patients, healthcare professionals, clinical workflows, healthcare operations, data and AI-powered intelligence within one connected ecosystem. CLINAI is currently under development and evaluation, and I'm making the live platform available so people can explore the concept, understand the direction I'm taking, and give honest feedback that can help shape its continued development. 🏥 A COMPLETE CONNECTED HEALTHCARE ECOSYSTEM CLINAI brings together Patient 360, Patient Records, Registration, Appointments, Queues, Triage, Encounters, Clinical Notes, Diagnoses, Orders, Care Plans, Care Tasks, Referrals, Referral Transfers and Follow-up, helping keep the patient's journey connected from the beginning of care through ongoing follow-up. Its clinical environment includes Laboratory, Imaging, Pharmacy, Nursing, Emergency Care, Inpatient Care, Bed Management, Surgery, Maternity, Pediatrics, Child Health, Immunization, Chronic Care, Medication Reconciliation and Consents, bringing multiple areas of healthcare into one connected platform. CLINAI also includes healthcare financial and administrative workflows covering Billing, Payments, Insurance, Claims and Accounting, alongside operational capabilities such as Staff Management, Facility Management, Facility Capacity, Facility Resources, Facility Incidents, Facility Performance and Referral Networks. For healthcare supply operations, CLINAI includes Inventory, Procurement and Supplier Management, while its patient-facing environment includes Patient Portal, Portal Messaging, Telemedicine, Remote Monitoring, Notifications and Documents. Beyond individual patient care, CLINAI is being developed with broader health-system capabilities including Surveillance, Investigations, Response, Mortality, Population Health and District Intelligence, providing a foundation for connecting individual healthcare delivery with wider public-health information. 🧠 CLINAI INTELLIGENCE At the heart of the platform is the CLINAI Intelligence layer, with capabilities including AI-assisted healthcare workflows, Patient 360 Intelligence, Care Graph, Care Gaps, Clinical Analytics, Clinical Velocity, Value-Based Care, AI Evaluations, AI Risk Management, AI Security Management and AI Governance. The vision is not simply to build another electronic health-record system or add a chatbot to healthcare. I'm developing CLINAI around the idea of connected healthcare intelligence, where information generated across different workflows can contribute to a more complete understanding of the patient, the facility and the healthcare system. 🔗 ONE CONNECTED PATIENT JOURNEY From Registration → Appointment → Queue → Triage → Consultation → Diagnosis → Orders → Laboratory / Imaging → Medication → Referral → Billing → Follow-up → Monitoring, CLINAI is designed to keep healthcare information connected rather than leaving every department operating in isolation. 🌍 BUILT WITH THE FUTURE OF HEALTHCARE IN MIND I'm developing CLINAI with the realities of healthcare in Uganda and similar environments in mind, with a long-term vision of expanding responsible AI, intelligent healthcare workflows, interoperability, analytics, multilingual capabilities and broader digital-health infrastructure. 🔐 SAFETY MATTERS Because this is healthcare, I'm placing strong emphasis on safety, responsible AI, human oversight, security, governance and appropriate handling of healthcare information. CLINAI is intended to support healthcare professionals and healthcare systems, not replace professional judgment. .
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👀 I WANT YOUR FEEDBACK The platform is live for exploration and public feedback, but it is still under development and is not yet intended for real clinical use. Please do not enter real patient information, medical records, identification numbers, phone numbers or other sensitive personal health information while testing it. I would genuinely like to know what you think. What should I improve? What is missing? Which healthcare workflows should I add? What would you change? Does the concept make sense? Could something like this solve real problems in healthcare? Your feedback can help shape how I continue developing CLINAI. 🔗 EXPLORE CLINAI clin-ai-nine.vercel.app/ 📲 CONTACT ME WhatsApp: +256 703 953 711 / +1 913 899 2840 Email: [email protected] Email: [email protected] MONALISA TECH SOLUTIONS 🇺🇬 CLINAI — Connecting Healthcare, Intelligence and the Patient Journey
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MONALISA TECH SOLUTIONS retweeted
Today is the International Day of Peace. This year’s theme is “Invest in Peace - For Everyone, Everywhere, Every Day.” Sweden invests in peace by supporting locally anchored peace efforts. By promoting the meaningful participation of women and youth in peacemaking, we make peace stick. #InternationalDayofPeace #PeaceDay
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Good morning @mtnug 😭💔 MTN Uganda, PLEASE, I am begging you to help me get my money back. On 15/09/2026, I used my MTN number 0763916873 to buy airtime for my @Airtel_Ug number 0749471528. I actually made the purchase twice, UGX 7,000 each time around 5am in the morning of 15/09/2026. These are the two transactions: UGX 7,000 — Transaction ID: 43519079030 UGX 7,000 — Transaction ID: 43519049496 Both transactions went through on my Mobile Money account and the money was deducted, but the airtime was never delivered to my Airtel number. I immediately contacted MTN and was told the system was down and that I should wait. Later, around 3 PM on 15/09, I called again and was told the issue was being handled. On WhatsApp, I was also told to wait 24 hours. I waited. 24 hours passed. Still NO airtime. NO refund. Nothing. On 17/09, I called again and was given ticket reference INC22520911 for follow-up. I then spent more than 8 minutes on a call with customer care, only to be told that the money for both transactions had supposedly been pushed back into my Mobile Money account and that I should check. I CHECKED. THE MONEY IS NOT THERE. 😭 So where is my money, MTN? I have called back and forth since 15 September. Every time, I am told to wait another 24 hours. How many 24 hours am I supposed to wait? 😭 Your WhatsApp support is mostly bots that keep sending frustrating automated responses. I have tried reaching you on X. I tagged you on 16 September and got no meaningful response. And today, after all this waiting, I called again and the customer care respondent told me she couldn't help me and that I should simply wait. The way I was spoken to was extremely rude and hurtful. MTN Uganda, I am a customer. I am not asking for free money. I am asking for MY UGX 14,000 back. You took my money. The service was not delivered. I have followed every instruction you gave me. I have waited. I have called. I have followed up. I have provided the transaction IDs. I have provided the ticket reference. And STILL, I don't have my money. 😭💔 @mtnug, PLEASE REFUND MY UGX 14,000 ASAP. Please don't tell me to wait another 24 hours without actually resolving this. I am genuinely frustrated, exhausted and disappointed. 😭 MTN, give me my money back. Give me my UGX 14,000. Please resolve INC22520911. Please refund me. Pay me, MTN. 😭💔 It's now 6 days issue isn't resolved Please pay me MTN refund my money You don't want to reply in your DM You hate replying on Whatsapp, I'm tired of your chatbot, stop wasting our time with the chatbot Tell me if you will refund me or not I know the truth , I'm tired of being told 24 hours every day every day. Behave @mtnug @mtntvafromobile @sylmulinge @UCC_Official please
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