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RED CAT – ADVANCED sUAS PLATFORMS FOR REAL TIME DATA, MAPPING AND FIELD OPERATIONS Red Cat develops rugged small unmanned aircraft systems that deliver reliable imaging, secure communications and mission ready performance for industrial and commercial users. Their Teal 2 platform features long range connectivity, night operations capability and modular sensor payloads, supporting mapping, inspection and situational awareness missions in demanding environments. For the latest in autonomous technologies & robotics, follow Unmanned Systems Technology (UST) #RedCat #Teal2 #sUAS #AerialImaging #InspectionDrone #MappingUAV #FieldOperations #UnmannedSystemsTechnology #ust
RED CAT – ADVANCED sUAS PLATFORMS FOR REAL TIME DATA, MAPPING AND FIELD OPERATIONS Red Cat develops rugged small unmanned aircraft systems that deliver reliable imaging, secure communications and mission ready performance for industrial and commercial users. Their Teal 2 platform features long range connectivity, night operations capability and modular sensor payloads, supporting mapping, inspection and situational awareness missions in demanding environments. For the latest in autonomous technologies & robotics, follow Unmanned Systems Technology (UST) #RedCat #Teal2 #sUAS #AerialImaging #InspectionDrone #MappingUAV #FieldOperations #UnmannedSystemsTechnology #ust
DAY 2/100 In a frontend interview, don’t just say ‘WebSockets.’ Explain the Data Stream. You need a bidirectional connection so the server can push GPS coordinates the second the driver moves.”  The Step-by-Step Workflow The “Real-Time Driver Tracking” Response 1. The Connection Strategy (The Pipe) To handle real-time GPS updates, I would implement a bidirectional WebSocket connection. Unlike polling, which is resource-heavy, WebSockets allow for a persistent, low-latency stream. • The Flow: The driver’s app emits a location_update event with a payload of (lat, lng). The server then identifies the specific customer(s) subscribed to that driver’s ID and broadcasts the coordinates only to them to minimize unnecessary traffic. 2. Client-Side Performance (The Optimization) A common mistake is updating the React state or the Map instance for every single incoming socket message. At scale, this causes UI lag. I would implement two key optimizations: • Throttling: I’d throttle the incoming data stream. Even if the driver sends updates every 500ms, the UI only needs to trigger a transition logic at a consistent interval to prevent the main thread from choking. • Direct DOM Manipulation: Instead of a full React re-render of the Map component, I would use the Map API’s native methods (like marker.setPosition()) to update the icon position directly. 3. The Secret Sauce: Smooth Animation (The UX) If you simply “teleport” the marker from Point A to Point B, the movement looks jittery. To achieve a 60fps “Uber-like” experience, I would use Linear Interpolation (Lerp). • The Logic: I’d write a lerp function to calculate intermediate steps between the old coordinates and the new coordinates. • The Execution: Using requestAnimationFrame, I would animate the marker sliding across these intermediate points over the duration of the update interval. This creates a fluid, sliding motion rather than a series of jumps. #javascript #frontend #frontenddeveloper
DAY 2/100 In a frontend interview, don’t just say ‘WebSockets.’ Explain the Data Stream. You need a bidirectional connection so the server can push GPS coordinates the second the driver moves.”  The Step-by-Step Workflow The “Real-Time Driver Tracking” Response 1. The Connection Strategy (The Pipe) To handle real-time GPS updates, I would implement a bidirectional WebSocket connection. Unlike polling, which is resource-heavy, WebSockets allow for a persistent, low-latency stream. • The Flow: The driver’s app emits a location_update event with a payload of (lat, lng). The server then identifies the specific customer(s) subscribed to that driver’s ID and broadcasts the coordinates only to them to minimize unnecessary traffic. 2. Client-Side Performance (The Optimization) A common mistake is updating the React state or the Map instance for every single incoming socket message. At scale, this causes UI lag. I would implement two key optimizations: • Throttling: I’d throttle the incoming data stream. Even if the driver sends updates every 500ms, the UI only needs to trigger a transition logic at a consistent interval to prevent the main thread from choking. • Direct DOM Manipulation: Instead of a full React re-render of the Map component, I would use the Map API’s native methods (like marker.setPosition()) to update the icon position directly. 3. The Secret Sauce: Smooth Animation (The UX) If you simply “teleport” the marker from Point A to Point B, the movement looks jittery. To achieve a 60fps “Uber-like” experience, I would use Linear Interpolation (Lerp). • The Logic: I’d write a lerp function to calculate intermediate steps between the old coordinates and the new coordinates. • The Execution: Using requestAnimationFrame, I would animate the marker sliding across these intermediate points over the duration of the update interval. This creates a fluid, sliding motion rather than a series of jumps. #javascript #frontend #frontenddeveloper
The Bloomberg Bloomberg Terminal is widely regarded as the most elite and sought-after tool in finance, used by traders, portfolio managers, bankers, and governments worldwide. Costing roughly $29,000 per user per year, it provides real-time market data, analytics, news, messaging, and execution tools in one closed ecosystem, creating a powerful information advantage. Its price and exclusivity have turned the terminal into both a status symbol and a gatekeeper, reinforcing the divide between institutional finance and everyone else. 🚀 No Signals. Just Real Analytics. Be the first to access MacroGlide platform. Get Early Access — FREE (LINK IN BIO). Credits: Bloomberg Terminal, TIMINVESTMENTS, Objective Trade, 2025 Edited for educational purposes. No ownership claimed. This content is for informational purposes only and does not constitute financial or investment advice.
The Bloomberg Bloomberg Terminal is widely regarded as the most elite and sought-after tool in finance, used by traders, portfolio managers, bankers, and governments worldwide. Costing roughly $29,000 per user per year, it provides real-time market data, analytics, news, messaging, and execution tools in one closed ecosystem, creating a powerful information advantage. Its price and exclusivity have turned the terminal into both a status symbol and a gatekeeper, reinforcing the divide between institutional finance and everyone else. 🚀 No Signals. Just Real Analytics. Be the first to access MacroGlide platform. Get Early Access — FREE (LINK IN BIO). Credits: Bloomberg Terminal, TIMINVESTMENTS, Objective Trade, 2025 Edited for educational purposes. No ownership claimed. This content is for informational purposes only and does not constitute financial or investment advice.
Data Science Course Syllabus ✅Looking for career guidance? Book free call consultation, link in bio ✅BuildExperience on Data Analytics, Data Engineering, Data Science, Machine learning, AI & Deep Learning with BEPEC Real Time Projects & Fill the gap between you and companies. DM me for more information!! ✅For career guidance content and consultation follow @meet_kanth #programming #developer #development #coder #coding #computer #internet #python #pythonprogramming #pythonprojects #java #javascript #html #webdevelopment #google #microsoft #computerscience #jobs #machinelearning #datascience #dataanalytics #dataanalyst #tableau #deeplearning #businessanalytics #dataanalyst
Data Science Course Syllabus ✅Looking for career guidance? Book free call consultation, link in bio ✅BuildExperience on Data Analytics, Data Engineering, Data Science, Machine learning, AI & Deep Learning with BEPEC Real Time Projects & Fill the gap between you and companies. DM me for more information!! ✅For career guidance content and consultation follow @meet_kanth #programming #developer #development #coder #coding #computer #internet #python #pythonprogramming #pythonprojects #java #javascript #html #webdevelopment #google #microsoft #computerscience #jobs #machinelearning #datascience #dataanalytics #dataanalyst #tableau #deeplearning #businessanalytics #dataanalyst
This wearable tracks my glucose 24/7 - and it’s changing the way I understand my body. Meet Lingo by Abbott (@hellolingo). A continuous glucose monitor and app designed to help you understand how your body responds to food, exercise, and habits with real time data. But here’s the thing, most of us have no idea how our choices actually affect our metabolism. And that’s where Lingo comes in. Lingo tracks your glucose levels 24/7 and translates that data into actionable insights. One of which is the Lingo Count. Which identifies when you have a meaningful glucose spike and translates that into a single number, showing how much of an impact it had on your glucose. Helping you make smarter, science-backed choices to support your health. Whether it’s tweaking your meals or adding in a walk after you eat. Lingo gives you the tools to help understand your body and make those right choices. And overall, just helping us create a healthier lifestyle. --- Disclaimer: The Lingo Glucose System is for users 18 years and older not on insulin. It is NOT intended for diagnosis of diseases, including diabetes. Individual responses may vary. #wearables #cgm #glucose #metabolism #healthyliving #HelloLingo #AdByLingo
This wearable tracks my glucose 24/7 - and it’s changing the way I understand my body. Meet Lingo by Abbott (@hellolingo). A continuous glucose monitor and app designed to help you understand how your body responds to food, exercise, and habits with real time data. But here’s the thing, most of us have no idea how our choices actually affect our metabolism. And that’s where Lingo comes in. Lingo tracks your glucose levels 24/7 and translates that data into actionable insights. One of which is the Lingo Count. Which identifies when you have a meaningful glucose spike and translates that into a single number, showing how much of an impact it had on your glucose. Helping you make smarter, science-backed choices to support your health. Whether it’s tweaking your meals or adding in a walk after you eat. Lingo gives you the tools to help understand your body and make those right choices. And overall, just helping us create a healthier lifestyle. --- Disclaimer: The Lingo Glucose System is for users 18 years and older not on insulin. It is NOT intended for diagnosis of diseases, including diabetes. Individual responses may vary. #wearables #cgm #glucose #metabolism #healthyliving #HelloLingo #AdByLingo
**Kafka is a system for moving data in real time between applications**. * It lets programs **send messages (data)** to a central place (called a topic). * Other programs can **read those messages** immediately or later. * It’s built to handle **huge amounts of data**, reliably and quickly, across multiple servers. In short: Kafka is like a **high-speed, fault-tolerant “mail system” for data** that helps different apps talk to each other in real time. https://raw.githubusercontent.com/melkhazen/Kafka-The-Definitive-Guide-2nd-Edition-pdf/d3169043d0c28a2783b564ff5e0fcbd0db70f6c1/Kafka%20The%20Definitive%20Guide%20Real-Time%20Data%20and%20Stream%20Processing%20at%20Scale%2C%20Second%20Edition%20by%20Gwen%20Shapira%2C%20Todd%20Palino%2C%20Rajini%20Sivaram%2C%20Krit%20Petty%20(z-lib.org).pdf
**Kafka is a system for moving data in real time between applications**. * It lets programs **send messages (data)** to a central place (called a topic). * Other programs can **read those messages** immediately or later. * It’s built to handle **huge amounts of data**, reliably and quickly, across multiple servers. In short: Kafka is like a **high-speed, fault-tolerant “mail system” for data** that helps different apps talk to each other in real time. https://raw.githubusercontent.com/melkhazen/Kafka-The-Definitive-Guide-2nd-Edition-pdf/d3169043d0c28a2783b564ff5e0fcbd0db70f6c1/Kafka%20The%20Definitive%20Guide%20Real-Time%20Data%20and%20Stream%20Processing%20at%20Scale%2C%20Second%20Edition%20by%20Gwen%20Shapira%2C%20Todd%20Palino%2C%20Rajini%20Sivaram%2C%20Krit%20Petty%20(z-lib.org).pdf
This is how I profited from economic data in real time! #trading #tradingstrategy #tradinggold #goldtrading #futurestrading
This is how I profited from economic data in real time! #trading #tradingstrategy #tradinggold #goldtrading #futurestrading
Every single day, crores of vehicles move on Indian highways 🚗🛣️ And every time you scan your FASTag, money changes hands 💸 Toll roads in India operate 24×7, 365 days a year ⏰📅 🛣️ A real-life perspective According to highway authority data and project disclosures: A busy national highway toll plaza can see 20,000–60,000 vehicles per day 🚙🚛🚌 Even at an average toll of ₹60–₹100 per vehicle, that can translate to ₹12–40 lakh of toll collection in a single day from one toll plaza 💰 Now imagine this: • Multiple toll plazas 🏗️ • Spread across states 🌏 • Operating for years ⏳ This is why toll roads generate stable, predictable cash flows 📈 💡 So how can YOU earn from this? You don’t need to build a highway 🏗️ You don’t need government contracts 📜 Highways and toll roads are owned by listed companies and government-backed trusts 🏦 When you invest in them, you indirectly earn from: • Toll collections 💰 • Long-term traffic growth 🚗📈 • Regular income distributions 💵 The structure behind this is called an InvIT 🏢 InvIT = Infrastructure Investment Trust InvITs own assets like: • Highways & toll roads 🛣️ • Power transmission lines ⚡ • Other infrastructure projects 🏗️ Road InvITs earn mainly through toll income or annuity payments and distribute a major portion of this income to investors 💵 Some InvITs have historically offered attractive cash yields, depending on traffic and interest rates 📊 💰 How much do you need to start? Because InvITs are listed on stock exchanges, you can invest with the market price of 1 unit — sometimes even under ₹100 💸 InvITs are: • SEBI-regulated ✅ • Often government-backed 🏛️ • Easy to buy & sell like shares 💹 You already use FASTag every time you travel 🚗 This is simply a way to own a small part of the system behind it 🛣️ ⚠️ Important: InvITs are not risk-free. Traffic risk, interest rate changes, and policy decisions can affect returns. Do your own research 📚 👇 Comment “HIGHWAY” and I’ll share: • Where to buy them 🛒 • How InvIT income works 💵 #finance #personalfinance #investment #aruncreates
Every single day, crores of vehicles move on Indian highways 🚗🛣️ And every time you scan your FASTag, money changes hands 💸 Toll roads in India operate 24×7, 365 days a year ⏰📅 🛣️ A real-life perspective According to highway authority data and project disclosures: A busy national highway toll plaza can see 20,000–60,000 vehicles per day 🚙🚛🚌 Even at an average toll of ₹60–₹100 per vehicle, that can translate to ₹12–40 lakh of toll collection in a single day from one toll plaza 💰 Now imagine this: • Multiple toll plazas 🏗️ • Spread across states 🌏 • Operating for years ⏳ This is why toll roads generate stable, predictable cash flows 📈 💡 So how can YOU earn from this? You don’t need to build a highway 🏗️ You don’t need government contracts 📜 Highways and toll roads are owned by listed companies and government-backed trusts 🏦 When you invest in them, you indirectly earn from: • Toll collections 💰 • Long-term traffic growth 🚗📈 • Regular income distributions 💵 The structure behind this is called an InvIT 🏢 InvIT = Infrastructure Investment Trust InvITs own assets like: • Highways & toll roads 🛣️ • Power transmission lines ⚡ • Other infrastructure projects 🏗️ Road InvITs earn mainly through toll income or annuity payments and distribute a major portion of this income to investors 💵 Some InvITs have historically offered attractive cash yields, depending on traffic and interest rates 📊 💰 How much do you need to start? Because InvITs are listed on stock exchanges, you can invest with the market price of 1 unit — sometimes even under ₹100 💸 InvITs are: • SEBI-regulated ✅ • Often government-backed 🏛️ • Easy to buy & sell like shares 💹 You already use FASTag every time you travel 🚗 This is simply a way to own a small part of the system behind it 🛣️ ⚠️ Important: InvITs are not risk-free. Traffic risk, interest rate changes, and policy decisions can affect returns. Do your own research 📚 👇 Comment “HIGHWAY” and I’ll share: • Where to buy them 🛒 • How InvIT income works 💵 #finance #personalfinance #investment #aruncreates
Got plans for the weekend ✋ ✨ 🤚 @touchdesigner #data #dataviz #tizianaalocci #sound #dataart #soundart #digitalart #sounddesign #touchdesigner #audiovisual #tracking #generative #realtime
Got plans for the weekend ✋ ✨ 🤚 @touchdesigner #data #dataviz #tizianaalocci #sound #dataart #soundart #digitalart #sounddesign #touchdesigner #audiovisual #tracking #generative #realtime
Save these portfolio projects if you’re trying to land a 6-figure tech role 👇 Software Engineering 1. Link shortener with analytics dashboard 2. Real-time collaborative notes app 3. GitHub activity visualizer 4. Browser extension (tab manager, reading mode, focus timer) 5. Open source contribution with documented write-up Data Science / ML 1. Salary predictor deployed as web app 2. Churn prediction for public SaaS dataset 3. Sports analytics deep dive 4. Fine-tuned LLM for niche task 5. Personal finance dashboard with spending clusters AI / ML Engineering 1. RAG app over a specific domain 2. Text-to-SQL natural language interface 3. Agent that automates a workflow 4. LLM evaluation benchmarking tool 5. Multimodal product demo Cybersecurity 1. Home network vulnerability scanner with report 2. CTF writeups (5–10 challenges documented) 3. Phishing simulation tool 4. Log analysis dashboard with anomaly detection 5. Password strength analyzer Cloud / DevOps 1. Containerized app with CI/CD pipeline 2. Infrastructure-as-code project 3. AWS cost optimization audit 4. Multi-region failover demo 5. Kubernetes cluster with autoscaling UX / Product Design 1. App redesign with full case study 2. Accessibility audit and redesign 3. 0→1 product concept with user research 4. Component library design system 5. Usability test study with 5 participants Data Analytics 1. End-to-end SQL project with insight deck 2. Marketing attribution model comparison 3. Dashboard that answers a business question 4. A/B test statistical analysis 5. Data-driven industry report Don’t forget to save these and follow me @meglovesdata for more tech career tips 💕
Save these portfolio projects if you’re trying to land a 6-figure tech role 👇 Software Engineering 1. Link shortener with analytics dashboard 2. Real-time collaborative notes app 3. GitHub activity visualizer 4. Browser extension (tab manager, reading mode, focus timer) 5. Open source contribution with documented write-up Data Science / ML 1. Salary predictor deployed as web app 2. Churn prediction for public SaaS dataset 3. Sports analytics deep dive 4. Fine-tuned LLM for niche task 5. Personal finance dashboard with spending clusters AI / ML Engineering 1. RAG app over a specific domain 2. Text-to-SQL natural language interface 3. Agent that automates a workflow 4. LLM evaluation benchmarking tool 5. Multimodal product demo Cybersecurity 1. Home network vulnerability scanner with report 2. CTF writeups (5–10 challenges documented) 3. Phishing simulation tool 4. Log analysis dashboard with anomaly detection 5. Password strength analyzer Cloud / DevOps 1. Containerized app with CI/CD pipeline 2. Infrastructure-as-code project 3. AWS cost optimization audit 4. Multi-region failover demo 5. Kubernetes cluster with autoscaling UX / Product Design 1. App redesign with full case study 2. Accessibility audit and redesign 3. 0→1 product concept with user research 4. Component library design system 5. Usability test study with 5 participants Data Analytics 1. End-to-end SQL project with insight deck 2. Marketing attribution model comparison 3. Dashboard that answers a business question 4. A/B test statistical analysis 5. Data-driven industry report Don’t forget to save these and follow me @meglovesdata for more tech career tips 💕
@nvzion shared an amazing video featuring the @divoom_global Times Gate Pixel Art Display. Apart from possibly denting your bank account, you can personalize each of the 5 full-color LCD displays with numerous designs using the Divoom app. It's also Wi-Fi enabled, allowing you to display real-time data! #divoom #pixelart #display #timesgate #customization #design #gadgets #tech #technology #innovation #smartdevices #smartdisplay #lcd #wi-fi #realtime #data #art #creativity #personalization #visuals #digitalart #smarttech #smartproducts #creative #visualdisplay #iot #connecteddevices
@nvzion shared an amazing video featuring the @divoom_global Times Gate Pixel Art Display. Apart from possibly denting your bank account, you can personalize each of the 5 full-color LCD displays with numerous designs using the Divoom app. It's also Wi-Fi enabled, allowing you to display real-time data! #divoom #pixelart #display #timesgate #customization #design #gadgets #tech #technology #innovation #smartdevices #smartdisplay #lcd #wi-fi #realtime #data #art #creativity #personalization #visuals #digitalart #smarttech #smartproducts #creative #visualdisplay #iot #connecteddevices
Present Real Time Inventory of your Real Estate Projects in-font of your Customers. Easy Property Listings Real-Time Data Integration Contact us to learn more about our amazing custom-made experience for your business. Website: https://www.surbhiinfotech.com/ Phone: +91 8160703379 Email: info@surbhiinfotech.com #vr #virtualreality #virtualrealityworld ##virtualrealityexperience #virtualpropertytours #webvr #metaverse #vrtech #proptech #realestatetech #realestate #3dvisulisation #archviz
Present Real Time Inventory of your Real Estate Projects in-font of your Customers. Easy Property Listings Real-Time Data Integration Contact us to learn more about our amazing custom-made experience for your business. Website: https://www.surbhiinfotech.com/ Phone: +91 8160703379 Email: [email protected] #vr #virtualreality #virtualrealityworld ##virtualrealityexperience #virtualpropertytours #webvr #metaverse #vrtech #proptech #realestatetech #realestate #3dvisulisation #archviz
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