No BS AI/ML Content | ML Engineer with a Plot Twist 🥷30M+ Views 📝

Done-for you Audience Building & Content Writing for AI/ML Founders that frees up 100% of your time, so you can focus entirely on building your company  
  
Is your work too important to ignore? 💌 https://tally.so/r/wk69VJ  (or shoot me a DM) 👉
  
It's 2025 and we're at the peak of the attention economy  
  
Where Authenticity is king, visibility is currency and people wanna buy from people

Not faceless dehumanized brands  
  
So, they told you LinkedIn was "free marketing" you slapped some posts and called it strategy  
  
You've poured hours crafting the 'perfect' post, only to watch it sink without a trace..  
  
Then it dawned on you, your technical brilliance isn't enough to draw a crowd  
  
Hell, maybe you've even tried mimicking influencers, scrambling for any traction..  
  
Your post got 500 f*cking views... from your friends...  
  
Being ignored is soul-crushing  
  
It's not your fault tough  
  
When you started your company, you didn't sign-up for a degree in an Audience Building, Copywriting and LinkedIn strategy 

And here you are, sacrificing yet another late night for your vision  

"Am I just sabotaging my efforts?"  
  
"Is my life-work meaningless?"  
  
Getting traction feels impossible  
  
You hoped hiring some marketer would save your weekends but..  
  
Tech is a code they can't crack  
  
They can only churn out the lame, soul-sucking crap we all ignore on sight  
  
With armies of founders flooding feeds, your voice dissolves into meaningless white noise  
  
But in the process, you've wasted more of your precious time explaining 101 tech concept and rewriting low-quality drafts 

Done being ignored?  
  
Let's make the world listen 
  
I can help you with:  

✒️ No BS AI/ML Content  
⭐ LinkedIn Profile Revamp
🎯 Website Copy Optimization  

I've done it before:

↳ For founders backed by YC, a16z, Sequoia, and Techstars
↳ For bootstrappers in LLMs, ML, Vector DBs, Data Analytics, and Engineering
↳ For AI and Machine Learning leaders at Google, Microsoft, Airbnb, and YouTube

If they could rise above the noise, so can you

Yeah, even if you're an introvert with a "boring" niche

Still with me?  
  
Amazing—You're amazing!  
  
Cheers,  
Paolo

My booking link: 💌 https://tally.so/r/wLW0oz (or shoot me a DM) 👉

Paolo Perrone

They told you 70B models need 80GB VRAM. They lied.

AirLLM runs Llama 70B on a 4GB GPU.

No quantization. No distillation. No pruning.

The trick: layer-wise inference. Instead of loading the entire model into VRAM, it loads one layer at a time from disk.

Your GPU only ever holds one layer. The rest lives on disk.

What you can run:

→ Llama 70B on 4GB VRAM
→ Llama 405B on 8GB VRAM
→ Qwen2.5, Mixtral, ChatGLM all supported

pip install airllm

from airllm import AutoModel

model = AutoModel.from_pretrained("garage-bAInd/Platypus2-70B-instruct")

input_tokens = model.tokenizer(input_text,
    return_tensors="pt",
    truncation=True,
    max_length=128)

output = model.generate(
    input_tokens['input_ids'].cuda(),
    max_new_tokens=20)

Standard transformers API. That's it.

Optional: 4-bit compression for 3x speed boost.

model = AutoModel.from_pretrained("...", compression='4bit')

Trade-off: slower inference than full VRAM loading. But if you don't have the VRAM, you don't have options.

Works on MacOS with Apple Silicon too.

1.9k GitHub stars. Apache 2.0.

→ github.com/lyogavin/airllm

💾 Save for when your GPU budget doesn't match your model ambitions
♻️ Repost if you've ever closed a tab because "requires 80GB VRAM"

No BS AI/ML Content | ML Engineer with a Plot Twist 🥷100M+ Views 📝

Lennar

Senior Data Scientist

SHEIN

• Design and implement advanced fraud detection algorithms using Python, Pyspark, and Hadoop,
resulting in significant risk reduction for vulnerable accounts.
• Implement fraud detection model using advanced feature engineering, achieving a 20%
performance boost, 50% memory savings, and 25% faster processing. Received a Year-End
Recognition Award for outstanding model optimization.

Google

• Developed machine learning and statistical models, including survival analysis for Pixel smartphones lifespan prediction, promotion analysis to assess sales impact, and NLP-driven social listening for launch analysis.

Data Scientist

Southern California Edison (SCE)

• Directed the development of machine learning models using Python, SQL, and ArcGIS Pro, addressing pressing issues in grid maintenance, public safety, and climate change.
• Led the 2021 Climate Adaptation Vulnerability Assessment project, modeling the impact of climate change on company assets and testing grid reliability.
• Conducted comprehensive risk assessments for energized equipment to uphold the highest public safety standards.

Data Scientist - Advisor

ALG, A TrueCar Company

• Developed statistical and machine learning models and visually engaging reports using Python,
Tableau, SQL, and Redshift to support marketing and engineering departments.
• Led key projects involving used supply predictions, incentive and fleet penetration forecasts, and
residual value awards.

Uptrend data science

• Engineered end-to-end machine learning models from data cleaning to validation, employing
Python and advanced interpretability techniques.
• Leveraged agile project management with JIRA to ensure the delivery of high-quality results.

Machine Learning Engineer

nyilmazdata.net

• Implemented machine learning, deep learning, and exploratory data analysis projects, such as extremely imbalanced classification problem, customer churn predictions, fraud detection, stock price predictions
• Blogged and marketed skills and projects on my website and LinkedIn with content reaching more than 1.2 million views

Binghamton University

• Initiated and facilitated weekly R programming classes, encouraging students to develop their
programming skills.
• Collaborated with the Dickinson Research Team to deliver programming classes, fostering a culture
of continuous learning.

Data Science Mentor

Senior Data Scientist at SHEIN | Helping Aspiring Professionals Excel in Data Science

I am a data scientist with MS in Information Systems. I specialize in utilizing Python for machine learning, predictive analysis, data cleaning, preprocessing, feature engineering, exploration, validation, and deployment. I have 5 years of hands-on professional experience in the data science field.

My primary focus and interest lie in leveraging machine learning applications to solve real-world problems. I am dedicated to continuously growing my career in this area and aspire to become a team leader, driving large-scale development projects that truly make a difference.

Beyond my professional endeavors, I am also deeply passionate about teaching data science. As the founder of an e-learning company, Data Mastery Academy, I actively contribute to the education of aspiring individuals, equipping them with the knowledge and skills required for success in the data science domain. I find immense joy in sharing my expertise and helping others embark on their own data science journeys.

I am constantly seeking opportunities to collaborate, learn, and make a positive impact in the data science community. Let's connect and explore how we can contribute to the evolving field of data science together.

Language and frameworks:
Python (scikit-learn, pandas, numpy, statsmodels, matplotlib, etc...) | Cloud Services (AWS) | Big Data (Pyspark) | SQL | Data Visualization (Tableau)

taplio

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Paolo Perrone

Nevin Yilmaz

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The Battle

Paolo Perrone

Nevin Yilmaz

Followers

Posts

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);}Paolo Perrone's LinkedIn Performance

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