All Resources

Would you use an AI tool that instantly analyzes your business finances? Mainly like a fully automated Financial Due Diligence?

Would you use such kind of a tool for your business if it is intuitive but also cheaper than a report from an advisory firm? The tool would analyze the performance of your historical financials to provide you a better overview of your business‘ performance and would summarize everything in a well structured and graphically organized report.

AI-Powered Tool to Detect and Mask PII in Documents

Hi, everyone! 👋 I’ve been working on an idea for an application that could be a game-changer for data privacy and compliance: The Concept Imagine an app where users can upload a PDF or DOC/DOCX file, and with the power of AI, it scans the document for Personally Identifiable Information (PII). Once identified, the app automatically masks (censors) all the PII and generates a new, sanitized version of the document. Why This Matters In today’s data-driven world, sharing documents is routine, but protecting sensitive information is critical. Businesses, freelancers, and even everyday users often need to redact PII for privacy reasons or compliance with regulations like GDPR, HIPAA, or CCPA. Current Challenges: Manual redaction is time-consuming and error-prone. The Solution: This app ensures quick, accurate, and automated PII redaction, saving time while enhancing data security. Potential Features File Support: PDF, DOC/DOCX, and maybe more formats in the future. AI-Powered Detection: Identify PII such as names, addresses, phone numbers, SSNs, and email addresses. Customization: Users could define additional sensitive terms to be masked. Audit Logs: For compliance, generate a report of what was redacted. Integration: Plug into cloud storage services like Google Drive or Dropbox for seamless workflows. My Questions for the Community Use Cases: What industries or professionals do you think would benefit most from this? Features: Are there additional features or considerations I’m overlooking? Competition: Do you know of similar tools already on the market, and how could this app differentiate itself? Challenges: What technical or market challenges should I anticipate when building and launching this product? I’d love to hear your thoughts, feedback, or ideas for collaboration. If you’re interested in discussing this further, let me know! Thanks in advance for your time and input.

Obliterate my app idea before I bet my life savings on it (AI lead-gen tool)

So I have this app idea on my mind for months now, but I’m 95% sure it’ll flop. Can you help me figure it out? The Problem: Many agencies struggle to stand out in a crowded marketplace and waste time on discovery calls. Current lead generation tools often feel impersonal and don’t showcase how an agency’s expertise can solve specific problems of clients. The Idea: A lead generation tool for agency owners that uses AI to create personalized recommendations for prospects (potential customers) early in the sales process. These recommendations are sent as custom reports (aka lead magnet) to the prospect. This would showcase how the agency can address the unique needs and requirements of the potential client without requiring a discovery call right away. The whole process will be 100% automated, allowing agency owners to focus on closing deals. Target audience: Agency owners/marketers who want to focus on acquiring qualified leads online. In the future, I’d love to explore niches like SaaS and real estate. How it works in 4 steps: Prospect Input: Prospects visit an agency’s landing page (generated by my app) and submit their goals and challenges. AI Matching: The custom-trained AI processes their input and combines it with the agency’s data to generate a customized, actionable report. Delivery: The report is instantly emailed to the prospect, highlighting how the agency can address his/her challenges. Follow-Up: With the prospect warmed up, the agency can follow up and (hopefully) convert them into a client. For example, a digital marketing agency could use the app to create a landing page offering a free ‘Personalized Marketing Strategy Report.’ When a prospect submits his goals and challenges, the AI instantly generates and emails a tailored report, showcasing the agency’s expertise. Why It Might Fail: Maybe agencies won’t see the value in automation, or AI-generated reports might feel impersonal. Could this idea fill a real gap? Why It Might Work: It’s a way for agencies to stand out with personalized lead magnets that feel unique and interactive. It could help agencies attract and convert qualified leads in an automated way. Your Honest Feedback: Would this help agencies improve their lead-generation process, or is it just flashy nonsense? What flaws or challenges do you see in this idea? Is this worth pursuing, or should I stick to spending time with my family 😂? Thank you guys, your honesty might save me from myself! PS: I won’t link to my tool because I don’t want to come off as a spammer.

Integrating AI: Prototyping a No-Code solution with Power Apps

No Code AI Platform

No Code Machine Learning Microsoft Tool Lobe.AI Tutorial

Have you tried the AI & Analytics Engine to build and deploy your ML models? It's no-code and definitely makes the ML process easier and faster! Here's a video on solving a multi-class classification problem with the Engine.

Meta AI's NLLB (No Language Left Behind) Inference Code on Colab | Advanced AI translation

Introduction to AI: Refining our Linear Regression Algorithm

Introduction to AI: an A to Z Tutorial for Building a Basic Linear Regression Algorithm from…

If you are looking for free courses about AI, LLMs, CV, or NLP, I created the repository with links to resources that I found super high quality and helpful. The link is in the comment.

Is this the best non-fiction overview of machine learning?

By “non-fiction” I mean that it’s not a technical book or manual how-to or textbook, but acts as a narrative introduction to the field. Basically, something that you could find extracted in The New Yorker. Let me know if you think a better alternative is out there.

Introduction to Bias in AI

HuggingFace free AI Agent course with certification is live

Check the course here : https://huggingface.co/learn/agents-course/unit0/introduction

Introduction to Meta AI’s LLaMA: Empowering AI Innovation

Introduction to Logic (for AI)

Roast my Resume (and suggest improvements)

Not sure if this is the right sub for it, but could you guys please roast my CV?

A brief about myself, I am an MSc from a top European University where I focused on NLP mostly hence most of my projects are just in NLP. I do have an experience of 3 years as a SE, did a 6 month stint as a consultant that I did not like, and finally got hired by a company I was doing my university project under to built their first products. The last 2 employments were part-time as I was also completing my masters at the same time. I am looking to apply in India mostly now. What do you think I can do differently, I just feel like something is missing here. Would be very thankful to anyone who can give me some constructive criticism on what to change here. Thanks again!

I applied for many companies and can’t get a job

Just like the title said, I applied but still cant get a job, what’s the issue am 17 years old really love machine learning/AI. As you can see from the CV i built many projects, whats the issue is it because of the Age or my projects are not impressive?

Are you robot-proofing your career today? Don’t Let Robots Steal Your Job: Here’s a few AI mantras — strategies you need to abide by today.

AI Learned - What Is The Best Minimum Wage Strategy? [Unity ML - PPO]

AI, Truth, and Society: Deepfakes at the front of the Technological Cold War - Literature review of generation and countering strategies

Image of an Actually Lean AI Strategy: Avoiding Compounding Costs & Risks

The Reef Model: AI Strategies to Resist Forgetting