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English
$
USD
I will build machine learning models and data analysis in python
Gig Summary
AI and ML Engineer, RAG and LLM Systems
AI/ML engineer. I build RAG and LLM systems, and I diagnose them when they don't work on real documents.
Most broken RAG systems aren't a model problem — the right passage never reaches the model, so...
Level 1
Has met certain performance criteria and shows strong potential in the marketplace.
About this Gig
Most ML projects fail before the modeling starts - the data doesn't support the question being asked, and nobody checks until weeks in. I tell you early if that's your situation.
WHAT YOU GET
A trained model, the code that produced it, and honest performance numbers - measured on data the model hasn't seen.
PROBLEMS I HANDLE
Predicting outcomes (churn, conversion, risk, demand). Classification. Clustering. Anomaly detection. Recommendations. Not listed? Message me.
HOW I WORK
Check the data can support the question. Build a baseline first, because a model that can't beat a simple benchmark isn't worth deploying. Improve with feature engineering and tuning. Report performance honestly, including what the model gets wrong.
STACK
Python, scikit-learn, PyTorch, pandas. XGBoost, random forests, gradient boosting, regression, clustering, neural networks. R and SQL where they fit.
BACKGROUND
AI/ML engineer working on production ML systems. AWS Certified Machine Learning - Specialty. 5.0 across 13 orders.
Send me your dataset and what you're trying to predict. I'll tell you whether it's workable before you order.
My Portfolio
FAQ
What do you need from me to get started?
Your dataset (CSV, Excel, SQL dump, or similar) and a clear statement of what you want to predict or find. If you're not sure how to frame the question, message me first — that conversation is free and usually saves an order.
What if my data isn't good enough?
Then I tell you, before you order if possible. Common blockers: too few rows for the number of variables, the outcome you want to predict isn't actually recorded, or the signal isn't there. I'd rather lose the order than deliver a model that looks fine and fails in production.
How accurate will the model be?
I can't tell you before seeing the data, and anyone who quotes you a number upfront is guessing. What I commit to is measuring it honestly — performance on data the model hasn't seen, with the failure cases reported alongside the wins.
Do I get the code?
Yes, in every package. You get the notebook or scripts that produced the model, so you or your team can re-run it, retrain on new data, and see exactly what was done.
Can you deploy the model so my application can use it?
Yes — that's the Premium package, or the Cloud deployment extra on any tier. I work with AWS professionally and can set up an API endpoint your application calls.
Reviews
11 reviews for this Gig
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Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
Most relevant
E 
elouizi_hamza
Morocco
Ongoing collaborationGreat work, delivered exactly as requested. Highly recommended!
$100-$200
Price
2 days
Duration
Helpful?E elouizi_hamza
Morocco
Ongoing collaborationThe project was delivered successfully and met expectations. Communication was clear and consistent throughout the process, and deadlines were respected. The seller demonstrated good professionalism and responsiveness. Overall, a smooth collaboration and a satisfying outcome.
$100-$200
Price
2 days
Duration
Helpful?A 
abdelmoula_bhl
Morocco
Excellent work. i highly recommend him
$50
Price
1 day
Duration
Helpful?A antonysam7
Serbia
Ongoing collaborationGreat experience as usual! Thanks a lot
$50
Price
2 days
Duration
Helpful?N ntp22003
United States
responsive and high quality work!
$100-$200
Price
10 days
Duration
Helpful?
Reviews
11 reviews for this Gig
| (11) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
Most relevant
E elouizi_hamza
Morocco
Ongoing collaborationGreat work, delivered exactly as requested. Highly recommended!
$100-$200
Price
2 days
Duration
Helpful?E elouizi_hamza
Morocco
Ongoing collaborationThe project was delivered successfully and met expectations. Communication was clear and consistent throughout the process, and deadlines were respected. The seller demonstrated good professionalism and responsiveness. Overall, a smooth collaboration and a satisfying outcome.
$100-$200
Price
2 days
Duration
Helpful?A abdelmoula_bhl
Morocco
Excellent work. i highly recommend him
$50
Price
1 day
Duration
Helpful?A antonysam7
Serbia
Ongoing collaborationGreat experience as usual! Thanks a lot
$50
Price
2 days
Duration
Helpful?N ntp22003
United States
responsive and high quality work!
$100-$200
Price
10 days
Duration
Helpful?
