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diff --git a/docs/about-me/achievements-activities-awards.md b/docs/about-me/achievements-activities-awards.md
@@ -26,7 +26,13 @@ I was responsible of creating a product and infrastructure around it to help sav
 
 ## Activities
 
-### Unsaid Talks - Coding Ninjas, Chitkara University
+### Mentorship - Unsaid Talks (22 August 2024)
+
+[UnsaidTalks on LinkedIn: #unsaidtalks #mentorshipprogram #techcareers #careerguidance…](https://www.linkedin.com/posts/unsaidtalks_unsaidtalks-mentorshipprogram-techcareers-activity-7232001433175216129-Eff-?utm_source=share&utm_medium=member_desktop)
+
+### Unsaid Talks - Coding Ninjas, Chitkara University (24 August 2024)
+
+Slides - [GenAI for Freshers](https://docs.google.com/presentation/d/1UdfCWT-YHMX0hhTO3DuwqdBLMvGT3a3KLyT9ldIkOpQ/edit?usp=sharing)
 
 This webinar is presented by UnsaidTalks in collaboration with Coding Ninjas, Chitkara University
 
@@ -36,13 +42,29 @@ Gain Insights into Gen AI: Discover the essentials of Generative AI, including i
 
 Uncover Tips for a Successful Start: Learn how to kickstart your career in Gen AI, including practical advice and strategies for breaking into this innovative field.
 
+This webinar will explore the fundamentals of Generative AI, offering essential skills for beginners and intermediate learners while discussing various career opportunities.🤩
+
+Highlights
+
+- Clear explanation of the underlying technology behind Generative AI.
+- Learn how to access and use various AI tools and platforms.
+- Discussion on the broader implications of AI on jobs and education.
+- Gen AI Essentials: Understand Generative AI and its real-world applications
+- Career Tips: Get strategies to break into Gen AI and explore other career options as a fresher
+
 Date - Sun, 25 Aug, 2024
 
 [Unleash your inner innovator: GenAI for freshers | UnsaidTalks X CN-CUIET](https://nas.io/unsaidtalks/events/genai-cn-cuit)
 
+Post - [Deepak Sood on LinkedIn: I’m excited to be presenting in the upcoming webinar on 'Getting Started…](https://www.linkedin.com/posts/deepaksood619_webinar-genai-artificialintelligence-activity-7231675608508841984-ZRo-?utm_source=share&utm_medium=member_desktop)
+
+Post - [Coding Ninjas CUIET on LinkedIn: Step into the future now—ignite your imagination with the limitless… | 10 comments](https://www.linkedin.com/posts/codingninjas-cuiet_step-into-the-future-nowignite-your-imagination-activity-7231187956198207488-NrVS?utm_source=share&utm_medium=member_desktop)
+
 ![Unleash your inner innovator: GenAI for Freshers](../media/Pasted%20image%2020240817010531.jpg)
 
-### Unsaid Talks - CodeLocked, BMSCE University
+### Unsaid Talks - CodeLocked, BMSCE University (27 August 2024)
+
+Slides - [GenAI for Freshers](https://docs.google.com/presentation/d/1UdfCWT-YHMX0hhTO3DuwqdBLMvGT3a3KLyT9ldIkOpQ/edit?usp=sharing)
 
 This Webinar is presented by UnsaidTalks in collaboration with CodeLocked, BMSCE University.
 

diff --git a/docs/about-me/faqs.md b/docs/about-me/faqs.md
@@ -1,7 +1,5 @@
 # FAQs
 
-**Reinventing Trust**
-
 ## Describe yourself in a short phrase
 
 Experienced software and product development professional with a track record of leading teams and building data-driven strategic applications.

diff --git a/docs/about-me/ideas/education.md b/docs/about-me/ideas/education.md
@@ -12,8 +12,10 @@ Highly personalized education for each person
 2. Everyone will be quizzed and taught about something+ practical hands on learning
 3. Create an app, that will tell kids to do everything, along with sending items for art and craft, it should be multi modal live 24x7, digital tutor
 
-- [Meet Khanmigo, Khan Academy's AI-powered teaching assistant & tutor](https://www.khanmigo.ai/)
-- [Khan Academy | Free Online Courses, Lessons & Practice](https://www.khanacademy.org/)
+## Business
+
+- JEE Preparation
+- UPSC Preparation
 
 ## Study loop, personal tutor
 
@@ -60,6 +62,44 @@ Highly personalized education for each person
 - For senior people, the AI should be able to ask for what they want to do in life, understand passion, access them for that, tell their strengths and weakness and then teach, test and revise them to bridge the gaps
 - it should be real time updated with all exams, forms, dates, etc for all the things and should be able to ask person to apply and then prepare them for it using tests and quizzes specifically using past exam questions
 
+### Computer science engineer
+
+- Full roadmaps
+- Start with fundamentals
+- Combination of video/text + quizzes/hands-on/hackathons, etc
+- 8 hour you have to clock in your laptop screen
+   	- Full tracking on what you did
+   	- What errors you made, based on that your curriculum will be improved
+   	- Pomodoro
+   	- Repetitive learning / flashcards, etc
+- Full placement support
+
+### Personalized Tutor / mentor
+
+- Start with greetings - Hi Deepak, How are you?
+- Virtual AI
+- Language capability - English and all other languages
+- Tone and speed according to user's understanding
+- What you learned yesterday, and what you are going to learn today
+- What were your strengths and what were your weaknesses, how we will overcome this together
+- Adapt to users needs and understanding
+- Teach via stories
+- Questions, answers, approach, what's wrong with the approach, how to improve the approach
+- Hand holding, after every answer give a prompt for student to ask next atleast till their minds open up and they can start thinking themselves
+- Create a overenthusiastic, helpful, happy tutor
+
+### Teacher side
+
+- Teacher upskilling
+- Teachers will act as an interface between students and AI tutor
+
+### Reporting / Observability
+
+- Send daily, weekly, monthly reports to students, parents and teachers
+   	- How many things you learned today
+   	- Summary and revision material in reviewable format
+   	- Send materials
+
 ### Links
 
 [A social ‘study buddy’ gets a conversational lift from Meta Llama](https://ai.meta.com/blog/foondamate-study-aid-education-llama/)
@@ -80,13 +120,14 @@ Highly personalized education for each person
 
 **DigiProctor** with a 360 degree camera with all AI
 
-### Competitors
-
-[linkedin.com/in/qudduspat/](https://www.linkedin.com/in/qudduspat/)- [email protected]
+## Competitors
 
-[How a High Schooler in Dubai Built ASI, One of the Most Promising AI Edtech Startups](https://www.businessinsider.com/edtech-asi-ai-dubai-chatbot-tutoring-assistant-2023-9?IR=T)
-
-[ASI | Home](https://www.asi.tech/)
+- [linkedin.com/in/qudduspat/](https://www.linkedin.com/in/qudduspat/)- [email protected]
+- [How a High Schooler in Dubai Built ASI, One of the Most Promising AI Edtech Startups](https://www.businessinsider.com/edtech-asi-ai-dubai-chatbot-tutoring-assistant-2023-9?IR=T)
+- [ASI | Home](https://www.asi.tech/)
+- [Tutor AI - Your personal AI tutor to learn anything](https://tutorai.me/)
+- [Meet Khanmigo, Khan Academy's AI-powered teaching assistant & tutor](https://www.khanmigo.ai/)
+- [Khan Academy | Free Online Courses, Lessons & Practice](https://www.khanacademy.org/)
 
 ## Free Education with Boarding (Coaching)
 
@@ -145,6 +186,36 @@ https://www.notboring.co/p/primer-the-ambitious-home-for-ambitious
 - Car maintenance
 - Stress management (emotions)
 
+## Brain Twin
+
+Brain twin, digital twin but for brains.
+
+It knows what you know and it knows how a brain looks like for becoming the best of yourself and it will help you get there.
+
+Vision - world's best tutor democratized
+
+The problem is how to add human intelligence to our LLM model like if you are bad at history and that is only 10% of the whole 100% marks in UPSC then LLM should decide that it should focus more on the remaining 90% rather than the 10% which you are not able to crack.
+
+First LLM should be trained on whole UPSC syllabus and should know everything about UPSC. It should have like 1 crore column and then for each candidate one row and it should know for each candidate what he/she knows.
+
+This whole 1 crore features now should be sent to the LLM to decide on the next plan of action. as to what should be taught today to the candidate so that he can reach the ultimate goal. Foundational things should be taught first.
+
+It should also get when you want to give the exam. And create a plan according to that along with probability of cracking the exam displayed each day.
+
+It should make sure you learn 8 or whatever allocated hours for that day, based on your plan.
+
+First judge the LLM what is its current capability for cracking UPSC exam.
+
+[https://chatgpt.com/g/g-qlEOchbSN-upsc-gpt-complete-notes-maker?utm_source=gptshunter.com](https://chatgpt.com/g/g-qlEOchbSN-upsc-gpt-complete-notes-maker?utm_source=gptshunter.com)
+
+[https://chatgpt.com/g/g-qlEOchbSN-upsc-gpt-complete-notes-maker](https://chatgpt.com/g/g-qlEOchbSN-upsc-gpt-complete-notes-maker)
+
+[https://chatgpt.com/g/g-jsLRUXjZp-gandhi](https://chatgpt.com/g/g-jsLRUXjZp-gandhi)
+
+Save 100+ hours in prelims note making. Notes based on psychological method of 'Active Recall'. Reduces time to memorize and revise. Best for NCERTs, IGNOU, RS Sharma, Satish Chandra, Spectrum etc. While revising, take up questions randomly for better retention in memory.
+
+Just add a module of UPSC in khan academy. It has everything.
+
 ## Links
 
 - [He's helped THOUSANDS of people learn to code \[Leon Noel of #100devs on freeCodeCamp Podcast #117\] - YouTube](https://www.youtube.com/watch?v=KYAakLooVuE&ab_channel=freeCodeCamp.org)
diff --git a/docs/about-me/ideas/startups-ideas-saas.md b/docs/about-me/ideas/startups-ideas-saas.md
@@ -225,6 +225,14 @@ Business model -
 
 When everyone is onboard with the concept to not go to first every site for offers and then recharge, we can get a cut from the recharges. And exclusive codes also.
 
+### Lie Detector
+
+Whatever politicians say or anyone say, make it searchable,
+
+Transcribe it and add summary along with whole transcript searchable
+
+Highlight all points that they have spoken contradictory
+
 ## Tech
 
 ### Simplify git and docker environment management

diff --git a/docs/about-me/paper-publications-references.md b/docs/about-me/paper-publications-references.md
@@ -16,12 +16,16 @@ https://www.facebook.com/IIITDelhi/posts/2279503818733302 (Project was awarded 1
 
 ### College
 
+#### 1
+
 - Dr. Pushpendra Singh, Associate Dean (IRD)
 - Indraprastha Institute of Information Technology (IIIT) Delhi
 - Mobile Number - +91 88264 58886
 - Office - 011 2690 7458
 - Email - [email protected]
 
+#### 2
+
 - Prof. Dheeraj Sanghi, Dean of Academic Affairs and External Relations
 - Indraprastha Institute of Information Technology (IIIT) Delhi
 - Off: +91 11 26907 467, Res: +91 11 26907 625
@@ -34,22 +38,22 @@ https://www.facebook.com/IIITDelhi/posts/2279503818733302 (Project was awarded 1
 #### Someone you have reported to
 
 1. Parikshit Chitalkar - CTO - Stashfin - [[email protected]](mailto:[email protected])
-1. My Manager at Stashfin - Sep 2020 - Feb 2023
+	1. My Manager at Stashfin - Sep 2020 - Feb 2023
 2. Jawahar Sukumar - Product and Data Analytics Head - ODF, Ex - Stashfin, PayU  - [[email protected]](mailto:[email protected])
-1. My Manager at Stashfin when I was Senior Data Engineer - Feb 2020 - Aug 2020
-2. Have worked with him later on after that, on a few more projects
+	1. My Manager at Stashfin when I was Senior Data Engineer - Feb 2020 - Aug 2020
+	2. Have worked with him later on after that, on a few more projects
 
 #### A peer you have collaborated with very closely
 
 1. Vishal Goyal - Senior Software Developer - Paypay Japan, Ex - Stashfin - Sep 2020 - Feb 2023
-1. Was working directly with him closely in all projects at Stashfin
+	1. Was working directly with him closely in all projects at Stashfin
 2. Jawahar Sukumar - Product and Data Analytics Head - ODF, Ex - PayU - [[email protected]](mailto:[email protected])
-1. My Manager at Stashfin when I was Senior Data Engineer - Feb 2020 - Aug 2020
-2. Have worked with him later on after that, on a few more projects
+	1. My Manager at Stashfin when I was Senior Data Engineer - Feb 2020 - Aug 2020
+	2. Have worked with him later on after that, on a few more projects
 
 #### Someone you have managed directly
 
 1. Nishant Verma - Cred, Ex - Stashfin
-1. Hired and managed directly in Stashfin
+	1. Hired and managed directly in Stashfin
 2. Ayush Yadav - Nykaa, Ex - Stashfin
-1. Hired and managed directly in Stashfin
+	1. Hired and managed directly in Stashfin
diff --git a/docs/about-me/projects/48-rag-genai-presentation.md b/docs/about-me/projects/48-rag-genai-presentation.md
@@ -5,6 +5,7 @@ TFUG - TensorFlow User Group Ghaziabad
 [Commudle - Connect & Learn With Software Developers](https://www.commudle.com/communities/tensorflow-user-group-ghaziabad/events/meetup-zero-gen-ai-edition/agenda)
 
 Presentation
+
 - [Empowering GenAI with RAG](https://docs.google.com/presentation/d/1s8lM_3jm6eF_SbWRSzGjREO3QN7RZcgeUM_zA6TH-J8/edit?usp=drive_link)
 - [Introduction to GenAI - Hackathon](https://docs.google.com/presentation/d/10WUAGO62mXRem3CoK-fI2V9fOIFy__TbbD05fzVcs_w/edit?usp=sharing)
 

diff --git a/docs/ai/llm/intro.md b/docs/ai/llm/intro.md
@@ -77,3 +77,4 @@ The architecture is a standard [transformer network](https://en.wikipedia.org/wi
 - [Scaling Meta’s Infra with GenAI: Journey to faster and smarter Incident Response - YouTube](https://www.youtube.com/watch?v=rpe7eAR90Ko)
 - [AWS re:Invent 2023 - Navigating the future of AI: Deploying generative models on Amazon EKS (CON312) - YouTube](https://www.youtube.com/watch?v=I22pIUSgseA)
 - [GenAI Training In Production: Software, Hardware & Network Considerations - YouTube](https://www.youtube.com/watch?v=1lhrGRqqPWU)
+- [How I Use "AI"](https://nicholas.carlini.com/writing/2024/how-i-use-ai.html)
diff --git a/docs/ai/llm/models.md b/docs/ai/llm/models.md
@@ -11,6 +11,7 @@
     - [Googles NEW "Med-Gemini" SURPRISES Doctors! (Googles New Medical AI) - YouTube](https://www.youtube.com/watch?v=SZS5WD1du3A&ab_channel=TheAIGRID)
     - [Google Gemini - YouTube](https://www.youtube.com/playlist?list=PLZoTAELRMXVNbDmGZlcgCA3a8mRQp5axb)
 - [Gemma: Google introduces new state-of-the-art open models](https://blog.google/technology/developers/gemma-open-models/) (2B, 7B parameters)
+    - [Smaller, Safer, More Transparent: Advancing Responsible AI with Gemma - Google Developers Blog](https://developers.googleblog.com/en/smaller-safer-more-transparent-advancing-responsible-ai-with-gemma/)
     - Peligemma - [Google's New PaliGemma-Open Vision Language Model - YouTube](https://www.youtube.com/watch?v=un0SjUnHvvE)
     - VLM - Vision Language Model
 - [Meta Llama 3](https://llama.meta.com/llama3/)
@@ -81,6 +82,7 @@ Emotional prompting example - You are Dolphin, an uncensored and unbiased Al ass
 
 ## Evaluation
 
+- [LMSYS Chatbot Arena (Multimodal): Benchmarking LLMs and VLMs in the Wild](https://lmarena.ai/)
 - [Hugging Face Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
 - [Alpaca Eval Leaderboard](https://tatsu-lab.github.io/alpaca_eval/)
 - [GitHub - tatsu-lab/alpaca\_eval: An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.](https://github.com/tatsu-lab/alpaca_eval)

diff --git a/docs/ai/llm/prompt-examples.md b/docs/ai/llm/prompt-examples.md
@@ -67,6 +67,8 @@ ChatGPT, could you aid me in crafting a compelling proposal presentation script
 
 #### Prompt 3
 
+Create a presentation using below details
+
 - Presentation title
 - Outline
     1. Introduction to GenAI

diff --git a/docs/ai/llm/tools.md b/docs/ai/llm/tools.md
@@ -102,6 +102,7 @@
 - [Invideo AI - Turn ideas into videos - AI video creator](https://invideo.io/)
 - [\[2407.09025\] SpreadsheetLLM: Encoding Spreadsheets for Large Language Models](https://arxiv.org/abs/2407.09025)
 - [GitHub - WecoAI/aideml: AIDE: the Machine Learning CodeGen Agent](https://github.com/WecoAI/aideml)
+- [aiPDF - Your AI-Powered PDF Chat App](https://aipdf.ai/)
 
 ![ai-tools](../../media/image.png)
 

diff --git a/docs/book-summaries/13-things-mentally-strong-people-dont-do.md b/docs/book-summaries/13-things-mentally-strong-people-dont-do.md
@@ -40,3 +40,5 @@ By Amy Morin
 - Examine your thoughts
 
 [The Discipline Expert: 2,000 Years Of Research PROVES Successful People Do One Thing! - Ryan Holiday - YouTube](https://www.youtube.com/watch?v=PafvhTSC4yE)
+
+[13 THINGS MENTALLY STRONG PEOPLE DON'T DO by Amy Morin | Core Message - YouTube](https://www.youtube.com/watch?v=_SzvtJMrXx0)
diff --git a/docs/book-summaries/others.md b/docs/book-summaries/others.md
@@ -20,6 +20,7 @@
 - [THE SCOUT MINDSET by Julia Galef | Core Message - YouTube](https://www.youtube.com/watch?v=5L3CbdjeNRA&ab_channel=ProductivityGame)
 - [SUPERCOMMUNICATORS by Charles Duhigg | Core Message - YouTube](https://www.youtube.com/watch?v=308NQsiDrcE&ab_channel=ProductivityGame)
 - [SURROUNDED BY IDIOTS by Thomas Erikson | Core Message - YouTube](https://www.youtube.com/watch?v=kkATORyBsug&ab_channel=ProductivityGame)
+- [THE 6 TYPES OF WORKING GENIUS by Patrick Lencioni | Core Message - YouTube](https://www.youtube.com/watch?v=N4I4hA6u6CM)
 
 ### [Learn to lead: THE 21 IRREFUTABLE LAWS OF LEADERSHIP by John Maxwell | Core Message - YouTube](https://www.youtube.com/watch?v=QQhdiktL99w)
 

diff --git a/docs/cloud/others/firebase/firebase-google-analytics.md b/docs/cloud/others/firebase/firebase-google-analytics.md
@@ -167,13 +167,11 @@ Well, suddenly, that second ad campaign seems like a much better deal, doesn't i
 
 ## Others
 
-https://github.com/PostHog/posthog
-
-https://www.adjust.com
-
-[Heap - Better Insights. Faster. | Heap](https://www.heap.io/)
-
-[Amplitude | Product Analytics & Event Tracking Platform | Amplitude](https://amplitude.com/)
+- https://github.com/PostHog/posthog
+- https://www.adjust.com
+- [Heap - Better Insights. Faster. | Heap](https://www.heap.io/)
+- [Amplitude | Product Analytics & Event Tracking Platform | Amplitude](https://amplitude.com/)
+- [easyinsights.ai](https://easyinsights.ai/)
 
 ### MixPanel
 

diff --git a/docs/cloud/others/vmware.md b/docs/cloud/others/vmware.md
@@ -78,3 +78,13 @@ The CIM system provides an interface for remote applications so that they can ac
 [Virtualization and Containerization: Which one to pick?](https://blog.bytebytego.com/p/virtualization-and-containerization)
 
 [Type 1 vs. Type 2 Hypervisors: What's the Difference?](https://youtu.be/0cAcYq7YyWQ)
+
+## KVM Hypervisor (Kernel-based Virtual Machine)
+
+Kernel-based Virtual Machine (KVM) is an [open source](https://www.redhat.com/en/topics/open-source/what-is-open-source) [virtualization](https://www.redhat.com/en/topics/virtualization/what-is-virtualization) technology built into Linux®. Specifically, KVM lets you turn Linux into a [hypervisor](https://www.redhat.com/en/topics/virtualization/what-is-a-hypervisor) that allows a host machine to run multiple, isolated virtual environments called guests or virtual machines (VMs).
+
+_KVM is part of Linux_. If you’ve got Linux 2.6.20 or newer, you’ve got KVM. KVM was first announced in 2006 and merged into the mainline Linux kernel version a year later. Because KVM is part of existing Linux code, it immediately benefits from every new Linux feature, fix, and advancement without additional engineering.
+
+[What is KVM?](https://www.redhat.com/en/topics/virtualization/what-is-KVM)
+
+[KVM hypervisor: a beginners’ guide | Ubuntu](https://ubuntu.com/blog/kvm-hyphervisor)
diff --git a/...ce/interview-question/blogs-conferences-blogging-presentation-tech-thursdays.md b/...ce/interview-question/blogs-conferences-blogging-presentation-tech-thursdays.md
@@ -73,6 +73,7 @@ Level up - As a Developer, series
 2. Failcon
 3. Pycon
 4. [ComputerVisionFoundation Videos - YouTube](https://www.youtube.com/@ComputerVisionFoundation)
+5. [@Scale - YouTube](https://www.youtube.com/@scaleconference)
 
 https://dev.to/stephsmithio/writing-is-thinking-learning-to-write-with-confidence-1ijh
Original file line number	Diff line number	Diff line change
Expand Up		@@ -40,3 +40,5 @@ By Amy Morin
		- Examine your thoughts

		[The Discipline Expert: 2,000 Years Of Research PROVES Successful People Do One Thing! - Ryan Holiday - YouTube](https://www.youtube.com/watch?v=PafvhTSC4yE)

		[13 THINGS MENTALLY STRONG PEOPLE DON'T DO by Amy Morin \| Core Message - YouTube](https://www.youtube.com/watch?v=_SzvtJMrXx0)