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ML Sandwitch Model; AI Survival Note

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Ohh It is digital transformation, .. Really ?

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Recipe for the bot or 1 more digital transformation To be clear, while there are various bots that truely involve in disrupting/re-shaping industries to improve customer experiences drastically. are We doing Digital Transformation When making small incremental changes with Digital Worker aks Bot? Well There are organizations that claim that they are doing some sort of digital transformation but in reality, they might be just upgrading/introducing software, deciding between off-prem, on-prem, SaaS solutions. Well There are modern bots which can work      with 3rd party APIs and      with UI only. Today Who is responsible for defining and managing the organization’s Digital Transformation? What is being accomplished with Digital Transformation? Where does the Digital Transformation start and end? When is Digital Transformation relevant? Why Digital Transformation is happening? Tomorrow Who should be responsibl...

ML Project Development - The Anti Patterns #1

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Have MLOps Engineer instead of S/W Engineer

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Software Engineer after he starts MLOps😅, You should have MLOps Engineer 😇

The context is so important, isn't it ?

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One Egoistic Bot 😅

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OMB - Oh My Bot !

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OMB, Thank you for your help 😊 This picture comes in-front of me whenever I design, develop and deliver ChatBot Solutions 😃😎 Ref : The comic credtis : https://xkcd.com/

#MicrosoftSecurity Bootcamp

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Just crushed another #MicrosoftSecurity Bootcamp sessions.

Zero Trust architecture for #ML Apps & Bots

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According to the cyber security r&d, By following below fundamentals; one can achieve 99% cyber hygine. Activate MFA - Multi-factor Authentication Practice Zero Trust Principles Keep up-to-date Use anti malwares Protect data (apply role based access)

Respect is not earned, It is given ⚘ 🙏

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🙍🏻‍♂️   { Dev team Lead } : Sorry, We missed the deadline. 🙍🏻 { Normal Architect } :    Hey guys you have missed the dead line 3rd times,  You are the worst in the earth. 🙋 { Smart lead Architect }  to  🙍🏻 { Normal Architect } You know, This will raise dark\low energy around our teams. You should handle the situation with calm & composed way and express more empathy towards our teams; in this situation, We would aware teams by replying as  "I feel really frustrated because We have missed dead line, I am very worried about the project" "I want for you to tell me when you run in to the problem sooner so we can prevent this happening again."   --  after all respect  🙏  is never earned, It is given  ⚘ #horsemen behaviour #contempt or #stonewalling,  #culture, #devops, #mlops, #aiops, #architect, #smart-work

Chaos Bots or ML Sorting Efficiency 🤔🙃

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Automobile$ ML

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Automobile$ ML = Lidar + Radar + Vision ML

Threats in LLM2 / GenAI , a note from NIST #MLOps #DevSecOps

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MLOps ≠ AIOps but MLOps ⊂ AIOps + DevOps

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However , MLOps goes parallel along with AIOps + DevOps. I had done couple of Open Source #MLOps and #AIOps projects We have applied tools and techniques for the AIOps, MLOps & DevOps ,  To setup and make these setup in your premises, Please, feel free to contact me on further progress in your project or consultancy.

Wow ML ❗

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The Gartner report on ML applications with Expectation vs Time.

MLOps - Machine Learning Operations

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To have these setup in your premises with MLOps Tools and Techniques, Please, feel free to contact me on further progress in your projects.

Need > Want

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If We dont ask : Why should We implement this?  then We would miss out the best alternative solution to resolve the true needs and later on We fall under the high performance losses. I have many technical leader friends who have always thoughts and fight in their minds that when choosing features for product development milestones what is the actual "needs" for specific features to implement first on high priority; This is the tricky question and one gets the right answer in right time when He / She exercises and grows with correct set of tools and techniques and or process with his / her teams and clients. To understand the clients' and teams' NEEDs (and wants),  There is an easy simple structured process -- It is called "Design Thinking"   I use to call  2D-3D technique  and am practicing this from many years. 2D means  2D iamonds technique to initiate with teams various meetings 3D means  3D imensional approach to continuously add feedback...

messed up or NEW perspective ?

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When starting new project,  If  We are not blessed with right tools, techniques and right people-skillsets then project is going to be big mess...and  organization suffers too.. I experienced this in my earlier career path sometime 2008. So What are the tools, techniques and right people skillsets that We should have for project success and delight our customers,... sometimes we need to turn table and get new view // different perspectives so we can resolve challenges in project or even any issues in life as well #lifelessions ha ha :) Next I would be sharing publishing couple of posts on this topic with use-case(s), so stay connected !!

They say every architect has many stories to share ...

They say every architect has many stories to share ... Couple of my friends ask me many times to post some basics of software architecture and experiences ..so next I would be posting few articles to learn more about Software Architect + AI ML Projects + DevOps insights. Note : If You are a Software Engineer / Analyst or Senior Software Developer or in other Software Engineering role and want to become an Software Architect then welcome to my posts :)

Automate your everyday tedious tasks and free up time for higher-value work (with Microsoft free RPA solution)

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Automate your everyday tedious tasks and free up time for higher-value work with "Power Automate Desktop". Today, Microsoft annouced "Power Automate Desktop" free for Windows' users. It uses low-code RPA (no coding required) to give you time back by automating your repetative non-productive “busy work.” :) Image Credits: Westend61 / Getty Images Current release offers OS native automations task on Windows 10 Home, Windows 10 Pro, Windows 10 Enterprise, Windows Server 2016, or Windows Server 2019 and web based on t he Microsoft Edge (version 80 or later) or Google Chrome browser. Minimum hardware Storage: 1GB RAM: 2GB Recommended hardware Storage: 2GB RAM: 4GB .NET Framework 4.7.2 or later. Note : ARM devices are not supported. Thank you for visiting this post -- stay connected !! Source (Credits) to https://flow.microsoft.com/en-ca/blog/automate-tasks-with-power-automate-desktop-for-windows-10-no-additional-cost/ Reference : https://docs.microsoft.com/en...

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Ohh It is digital transformation, .. Really ?

Respect is not earned, It is given ⚘ 🙏

Need > Want