My entire life, I thought I was going to be a Doctor just like my father.
 
Then in 2017, I realized it wasn't my passion.
 
So, I decided to end my pre-medicine college track.
 
But, before I could, I had to have a plan.
 
My dad grew his medicine practice by building relationships and grow by word of mouth.
 
These same relationships he built were the foundation for me to seek help and learn about other career paths.
 
So, I started calling his network.
 
The second call I made was to his financial planner, Timmy.
 
Timmy taught me that there's 3 things everybody thinks about before they fall asleep.
 
1st: Did I hurt anyone today? If so, you can talk to someone about that.
 
2nd: Am I healthy? If not, you can call your doctor tomorrow - that's my Dad.
 
3rd: Have I made the right financial decisions for my family? That's where I come in.
 
I'm okay with batting 3rd in that lineup.
 
Since that day, I've spent my time simplifying financial decisions for my clients.
 
How I can help you:

➡️Review every year because life happens and things change
➡️Feel confident to make difficult financial decisions
➡️Develop a simple, implementable financial plan
➡️Hold you accountable to your goals

My results:

➡️The best 1st year my agency has ever seen in its 130+ year history
➡️Rookie of the year 2021
➡️New Advisor of the year 2021
➡️Over 100 households (and counting) receiving my help & expertise

If you want to learn more about how I help my clients and see if we’re a fit, you can schedule on my calendar HERE👇🏼

Calendly.com/sallavanti/intro

Mando Sallavanti III

Build generational wealth without the money stress | Financial Advisor for Big Tech (Paycom, Oracle, Salesforce) | Top 25 MassMutual Financial Advisor (2024)

You closed $4M in deals this year. You hit President's Club. 

You're making $500K... Why's your bank account look the same as 3 years ago?

Let me guess:

→ $80K commission check hit last month - already gone
→ RSUs vesting quarterly, no idea if you should sell
→ Owed $40K in taxes you weren't expecting
→ Looking at houses you can't tell if you can afford
→ Spouse is stressed about money even though you're crushing quota
→ You're one bad quarter away from serious financial stress

You're a B2B Sales Leader at a high-growth tech company.
You close seven-figure deals for your company.
You advise C-suite executives on complex buying decisions.

But your own finances are in total chaos.

Here's why:

Traditional financial advice doesn't work for enterprise sales.

"Just save 20% and max your 401k" doesn't mean anything when:

Your income swings $50K month-to-month
You have RSUs, ESPP, commission, or bonuses all hitting at different times
Your "income" includes stock that might be up 30% or down 20%
You're taxed at rates that nobody explains properly

You don't need a financial advisor who works with "high earners."

You need someone who works with sales leaders who live in your world.

That's us.

We work with Sales Leaders at B2B SaaS and Tech companies.

Here's what we do:

Phase 1: Stop the Bleeding

→ Commission cash flow system (capture money before it disappears)
→ RSU strategy (minimize the tax hit or concentration when vested)
→ Protection planning (life, disability - so your family is covered)

Phase 2: Build the Buffer

→ Build emergency fund (handle slow quarters without panic)
→ Automate commission capture (money builds wealth before spending)
→ Know what you can actually afford (house, cars, private school - no guessing)

Phase 3: Build Real Wealth

→ Diversify beyond company stock (systematic selling, no emotion)
→ Tax planning with your CPA (keep more of what you earn within your control)
→ Build multiple income streams (not 100% dependent on quota)

The outcome we plan for?

You're not just making money. 
You're keeping it.

You're not just hitting quota. 
You're building generational wealth.

You're not stressed about the next deal. 
You have OPTIONS.

THAT is your Freedom Path.

If you're crushing quota and tired of feeling broke, let's fix that.

Message me and tell me to get started!

Mando Sallavanti III, CFP®, CEPA, ChFC®

Mattia and I paid under $500 for $8,500 flights on the most luxurious business class in the sky → Emirates business class.

New York to Dubai.
Lie-flat seats.
Gourmet meals.
Onboard bar.

Let me show you exactly how we did it:

Step 1: Create a Credit Card Strategy

Last fall, Amex Business Platinum offered me a signup bonus:
250,000 points after $20k spend in 3 months.

My business has more expenses than that each quarter.
No brainer.

Plus, the card is perfect for someone who travels frequently for business (me).
We hit the bonus. Banked the points.

Step 2: Identify Transfer Partners & Find Enhanced Value

If I booked through Amex Travel Portal: 

→ 2 business class tickets to Dubai = $8,500 cash OR 850,000 Amex points 
→ That's 1 cent per point

Instead, Colin Stroud (who's co-hosting this training with me) showed me:

Transfer Amex points → Emirates (1:1 instant transfer)
Book directly with Emirates: → Same 2 business class tickets = 276,000 Emirates points + $470 in fees

We just 3x'd the value of our points by knowing which transfer partner to use.

Step 3: Transfer Points & Book

Transfer took 2 minutes.
Booking took 10 minutes.
Total time invested: 12 minutes.
Total savings: $8,000.

BOOM.

This is what Colin teaches in Monday's training.

The exact transfer partners.
The exact tools to find these deals.
The exact strategy to maximize every point you earn.

This isn't theory.
This is the system I used to book our honeymoon.

AND it can work for YOU.

3 Questions You're Asking:

"Don't I need to spend a fortune to earn enough points?"
No.

If you're spending $50K-$100K/year on credit cards (which most sales leaders are), you're earning 100K-200K points annually.

That's enough for: 

→ Multiple business class flights to Europe 
→ 10+ nights at luxury hotels 
→ Both

You're already spending the money.
You're just getting 1.5% back instead of 5-10x value.

"Isn't this too complicated? I don't have time for this."

It's simpler than you think.

Colin uses tools (Seats.aero, Roame, PointsYeah) that search for deals automatically.

You're not manually checking 15 airline websites.

You type in your destination.
The tool shows you the best points deals.
You book.
Takes 10 minutes.

"What if I don't want to deal with points? Can't I just use cash?"

You can.

But you're choosing to pay $11,246 for business class to Germany instead of 70,000 points.

You're choosing to pay $1,330/night for hotels instead of 25,000 points.

If you make $400K+ and that doesn't bother you, don't come to this training.

But if you'd rather keep that $20K-$30K and use it for something else?

Show up Monday.

Save your seat → https://lnkd.in/eyErtStr

12/22 at 12 ET

Mando Sallavanti III, CFP®

Crushing quota, but bad with money? Click here. | Financial Advisor for B2B Sales Leaders | Message me PLAN to get started!

Adway

- 39 ATS analysis & reporting to clients; improving renewal success by 70%
- Automated monthly sales reports with Python, saving 15 hours per month. 
- On our way to 100M ARR in 2025, leveraging data and tech.
- Tech stack: M365, Excel, Python, PowerPoint, Loom

Data Scientist & BI Consultant

Alterfy

Advising the software and data team in building a robust SaaS web app leveraging AI,  analytics, and data. Perform data analyst and data scientist tasks by measuring KPIs and building machine learning models.

AI & Tech Advisor

ROCK

- Led the BI using tools like BrightGauge, PowerBI, and HaloPSA to create and update over 200 reports and dashboards.
- Managed the data transition for an MSP used internally called HaloPSA which delivers a 5x growth to the company.
- Data engineering, and data science work on Microsoft Fabric (pipelines, Lakehouses, Warehouses, Notebooks...)
- Data consulting in data projects for clients.

Data Scientist

Kadogoodiz

Head of data science and analysis with the goal of fetching, cleaning, analyzing, and reporting data to senior partners.

Uhubs

+ Analyzing the data sets to extract insightful information (Python, Pandas).
+ Cleaning and feature engineering on data sets.
+ Integrated natural language processing (NLP) to analyze textual data (nltk, stemming, tokenizing).
+ Visualized insightful information (Matplotlib, Seaborn, Plotly)
+ Deep research on benchmarking to increase sales workflow.
+ visualizations and reporting

Consultant Data scientist

Riad coaching

Performance Coach

Setexam – The Agar Specialists

+ Maintained databases using MySQL
+ Handled part of the AWS infrastructure and migration from on-premises to the cloud
+ Cleaned data prior to training and analysis using Python (Pandas, NumPy)
+ Visualized important metrics and outputs using Matplotlib and Seaborn
+ Been part of the machine learning team and made sure to apply best practices and optimize the code.

Assistant data scientist

+ Designed maintenance software ‘Coswin 7’ and trained technical staff to use it for preventive and corrective maintenance.
+ Trained a newly hired maintenance technician to manage and use Coswin 7 for troubleshooting and effective use.
+ Automated part of the process concerning the dosing and transfer of chemicals for cleaning purposes using Allen Bradley API language.
+ Supervised and visualized in real-time the automated process via RSLogix 500.
+ Worked with IO-Link, a modern technology of sensor/actuator that was added to the company’s workflow.

Engineer Intern

Syndic8

Collective created with a bunch of friends in 2015, eager to grow the Moroccan musical scene. 
As a co-founder and musician I dealt with :

+ 10+ High-quality events all over Morocco
+ Booking 16 International renowned artists. 
+ Budgets ranging from 1000-13500£.
+ Communication over Facebook and Instagram + Ads
+ Performing live as a professional around Morocco and France

Co-Founder

+ Exploring the industrial world, API's, sensors, programs, servers, machines, supervision, maintenance...

Stagiaire en ingénierie industrielle

🤖Data Scientist | Turning Raw Data into Money Generating Insights | Data-led Growth for Your Business 🚀

Freelance Data Scientist | ML Engineer | SQL | Python | Power BI | MLOps

Data analytics and Machine learning models built 5X faster - no quality compromise. Worked with 14 clients in 7 different industries in the last 3 years. Helped current company scale to $5M+ ARR. Featured TOP RATED PLUS talent on Upwork in 2025 with 100% job completion and satisfaction.

My Toolkit:
- Data analytics: Python, SQL, Excel
- ML Engineering: FastAPI, AWS, Streamlit, great_expectations
- Data visualization: PowerPoint, PowerBI, Plotly, Matplotlib
- Data modeling: Scikit-learn, TensorFlow, Keras
- MLOPs: CI/CD (GitHub Actions), Docker
- Additional tools: Notion, n8n, Canva, Git/GitHub

My Stats:
- 5-stars reviews on 99% of projects delivered.
- 100% Job Success Score for on-time, budget delivery.
- Helped scale currently business to $5M ARR with ATS analysis & Reporting.
- 1 year TOP RATER PLUS on Upwork.
- 1200 hours billed.
- $40k+ earned.

What You’ll Get Working With Me:
- A data analyst who is a real problem solver.
- Quick responses (within the hour on working hours)
- Clean, maintainable code and detailed documentation
- A clear “NO” if something isn’t feasible; no wasted time
- A well-crafted report or dashboard as per the requirements

My clients think:
- "Anas is great and highly knowledgeable. He is passionate about solving data science challenges and has helped me significantly streamline some of my processes, enabling better scalability.
- "Anas, was prompt and thorough and I would def use him again in the future."
- "Anas is great to work with. He made the job so fluid and his knowledge of data science makes him someone worth listening to. I’m glad I chose him for my small business. I’m looking forward to what’s coming next, and I would definitely hire him again."

Popular Clients & Products:
- Uhubs: Financial company based in London
- AllAboutGroup: Law recruitment firm based in London
- Growth Dynamics: Marketing and data strategist based in London.
- Adway: Tech and recruitment company based in Gotheborg, Sweden

About me:
- Football fan since I can remember (Real Madrid fan)
- Tennis lover and practitioner (one-handed backhand style)
- Mangas fan (One Piece, Naruto, Bleach)
- Travel addict (South Asia, Europe, Africa, America (soon))
- Reading is something I enjoy as much as coffee (oat latte fan recently)

-----

YouTube Channel
→ GO HERE: https://www.youtube.com/anas_riad

Request services via LinkedIn or Email below:
r.riadanas@gmail.com

Anas Riad

Two months. 250M views. 700K comments.

One question: who should Steven Bartlett invite next?

I’ve always loved The Diary of a CEO.

It’s one of those podcasts that makes you think deeper, 
about business, people, and purpose.

So I decided to turn my curiosity into a real AI project.

For the past two months (on the side of my main work), I built an AI system that analysed every episode of The Diary of a CEO in 2025, every topic, every guest, every comment.

Here’s what it did:

- Ran 𝘁𝘄𝗼 𝘁𝘆𝗽𝗲𝘀 𝗼𝗳 𝗮𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀:
  - 𝗧𝗼𝗽-𝗳𝘂𝗻𝗻𝗲𝗹: measuring episode performance through views, likes, and engagement metrics. Given them different weights.
  - 𝗖𝗼𝗺𝗺𝗲𝗻𝘁 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀: using NLP, LLMs and SLMs to understand audience sentiment at scale
- Combined both layers to see what drives real engagement beyond the surface

This project wasn’t just about insights; it was about "learning".

I wanted to:

- Build a full 𝗲𝗻𝗱-𝘁𝗼-𝗲𝗻𝗱 𝗔𝗜 𝘀𝘆𝘀𝘁𝗲𝗺 from scratch
- Handle real, messy text data at scale (emojis, sarcasm…)
- Use AWS GPU servers for training and Streamlit for deployment
- Actually ship something meaningful

It reminded me why I love data.

You don’t need to do random tutorials or fake datasets.

You can take something you’re genuinely passionate about, podcasts, football, fitness and turn it into a real AI project that teaches you 10x more.

𝗧𝗵𝗶𝘀 𝗼𝗻𝗲 𝘁𝗼𝗼𝗸:

💻 Python, NLP, LLMs, SLMs
☁️ AWS for compute
🕓 2 months (nights + weekends)
💰 ~$100 total cost

Based on the analytics, the top 5 topics were 𝗧𝗲𝗰𝗵, 𝗣𝗼𝗹𝗶𝘁𝗶𝗰𝘀, 𝗥𝗲𝗹𝗶𝗴𝗶𝗼𝗻, 𝗣𝗲𝗿𝘀𝗼𝗻𝗮𝗹 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁, 𝗮𝗻𝗱 𝗙𝗶𝗻𝗮𝗻𝗰𝗲,

And the most requested guest by far was 𝗘𝗹𝗼𝗻 𝗠𝘂𝘀𝗸.

Who knows… 

With more time and resources, I could make this even better.

Comment below if you want me to make a detailed video on how I built this.

Data Scientist & BI Consultant @Adway • ML Engineer • YouTube @ Anas Riad

95% of data scientists who reach out to me

Have this 1 thing in common ⤵️ 

“They excel at building ML models in a notebook”
but "They struggle to build something beyond a Demo"

Look, I’m not against notebooks, but that mindset is restrictive.

If your project only:

→ runs on your machine
→ uses static data (all clean)
→ isn’t deployed and usable

Then it’s a "SIMPLE" demo, not a "REAL" data project.

In my recent journey to bridge the gap, I’ve decided to collaborate with Markus Kuehnle on a detailed carousel that includes major points of an end-to-end ML project, such as:

→ Setting project environment
→ Exploratory data analysis
→ Feature Engineering
→ Model Registry & Experiment Tracking
→ Feature, training, inference pipelines
→ Serving layer (FastAPI)
→ Docker container (reproducibility)
→ GitHub Actions (CI/CD)
→ Deployment & monitoring

Hope it gives you more clarity on what it takes to build and deploy an ML model end to end.

PS: Find hands-on tutorials on this on my YouTube channel

📌 Save this for your next project.
♻️ Repost this to help your network in data.

Machine Learning End-to-End pipeline

Before: MVP in 90 days.

Now: MVP in 6 hours.

There’s no excuse not to build anymore, 
not with 𝗥𝗲𝗽𝗹𝗶𝘁.

Whether it’s a business idea, a personal project, or a side hustle, you can now bring it to life using plain English.

No setup. No API keys. No coding skills needed.

Why Replit stands out

* Build in plain English.
* Vibe code anywhere.
* All-in-one workspace.
* AI integrations built-in. 
* Connect your tools.

Creators are already using Replit to:

* Launch SaaS ideas over a weekend
* Build AI-powered dashboards
* Automate boring workflows
* Turn sketches into real, working apps

I recently used it to build a data analytics scoping app, something that used to take days, done in under an hour.

Replit makes it possible to build ideas, not just talk about them.

Try it for yourself → https://replit.com

PS: Tag me if you build something cool, I’d love to see what you create.

taplio

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Anas Riad

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The Battle

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Anas Riad

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