Steve Shills

alchemist coaching academy

I help ambitious people see their true potential. 

I started making video content due to a life-threatening health scare.

But I burned out after.. 

Growing an audience in 2019 to over 35k Followers across TikTok, IG & YouTube

-Content would go viral
-Content then attracted leads
-All leads were from inbound

My camera confidence grew, I would get a flood of leads, but I struggled due to building the wrong audience. 

Followers attract attention, but a business can’t be built on viral content.

Then I had to hustle n grind just to keep people interested in a service, that was built upon serving everyone yet getting me the wrong ones.

Something had to change.

I burned it all down and stepped back.

I shifted my focus to a new model.

-Low-stress content creation
-Dialled in aligned business
-Stopped following others and followed intuition

This all changed because I 

-Aligned my energy & mindset
-Leaned into being authentically myself
-Designed a Freedom based business
 
I’ve spent £££ in coaching programs and all never made your energy, authenticity or values a priority.

Most chased trends or used systems that we’re copied from their coaches.

It’s taken me 4 years to get this right.

With 1 offer, 1 audience, simple video & text posts, in 15 hours a week, without sales calls.

Everything is geared towards taking insights from life, turning that into micro storytelling content and utilising a simple video, AI Google Docs.

So I put together an offer to help others do the same:

Send me a DM with the word “compass” if you want the details.

Steven Shills

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

You're not a Data Scientist until you’ve…

✅ Trained a model with 95% accuracy... on the training set.
✅ Spent 3 hours cleaning data and named the file final_v2_FIXED.csv.
✅ Used random_state=42 like it’s a sacred ritual.
✅ Added one-hot encoding... and accidentally created 500 new columns.
✅ Forgot to scale your features and blamed the model.
✅ Made a beautiful plot… that no one understood.
✅ Built a classifier for an imbalanced dataset… and forgot to check class balance.
✅ Used a model in production that you still don’t fully understand.

♻️ Repost if you’ve checked at least one.

Hi, I’m Anas, and I always forget to check for data leakage 😂

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

Generative AI is shifting fast.

These are the skills companies are already hiring for.

Been reading “Learn Mistral” by Pavel Cherkashin, and wow!

This book goes way beyond Mistral.

Yes, it walks you through how to run and build with Mistral models…
But what I really liked?

It gives you the practical GenAI foundations every builder needs right now.
No fluff, no hype, just theory + code that actually works.

Here’s a quick breakdown of what’s inside:

🤖 Local LLMs
→ How to run Mistral models locally (e.g. via Ollama)
→ Getting started with manifests, weights, and custom prompts

🧠 Tokens & Parameters
→ Understand logits, softmax, temperature, top_k…
→ Why your model outputs what it outputs

🔍 Embeddings
→ How to build your own with PyTorch or SentenceTransformers
→ Semantic search, clustering, and similarity scoring

🛠️ Agents
→ Build your own agent using the Mistral API
→ Or use n8n to drag, drop, and automate the smart way

🔎 RAG (Retrieval-Augmented Generation)
→ Covers retrieval, indexing, chunking, and generation
→ Includes real examples, not just concepts

💻 Code Assistants
→ Use Mistral inside VS Code as your coding buddy
→ Tips for better prompting and context windows

🔐 AI for Security
→ Detect anomalies, threats, and geo-based patterns
→ Use GenAI for real-world security use cases

☁️ Cloud Deployments
→ How to run Mistral on AWS (Bedrock) and GCP (Vertex AI)
→ Permissions, endpoints, and integrations that work

-- -- -- 

This book will help you start your GenAI journey.

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

10 Must-Know Data Analytics Tips 

(from combined 8+ years of experience)

1- Fix column types before merging
2- Use .info() and .describe() early
3- Deal with missing values
4- Use .assign() for method chaining in EDA
5- Group By summary and aggregation
6- Pivot tables for multidimensional summaries
7- Simple bar chart with Plotly
8- Apply log transform for skewed data
9- Time-based analysis (Time series)
10- Detect and visualise correlation clusters

What would you add?

♻️ Save this carousel and repost with your network to benefit

PS: Collab with Cornellius Yudha W., give him a follow 🌟

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Steven Shills

Anas Riad

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The Battle

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Anas Riad

Followers

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Engagements

Likes

Performance Score.css-goub6s{font-size:var(--chakra-fontSizes-md);font-weight:500;color:var(--chakra-colors-gray-600);display:block;margin-top:var(--chakra-space-1);}Anas Riad's LinkedIn Performance

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