I will generate synthetic datasets, QA pairs for rag and llm fine tuning
Expert Data Annotation And AI Training Data Specialist
Highly Responsive
Known for exceptionally quick replies
About this Gig
Need privacy-safe synthetic datasets for AI, ML and LLM training and testing?
I generate custom synthetic data that's statistically accurate, bias-free, and fully GDPR/HIPAA compliant zero real data used
What you get:
- Any format: CSV, JSONL, Parquet, Excel, JSON
- Tabular, text, time-series & image data
- Perfect statistical fidelity (distributions, correlations)
- Bias mitigation & class balancing
- Test datasets for model evaluation, validation & benchmarking
- Full report with charts + Python source code
- Revisions included (per package)
- Ready for LLM fine-tuning & model training
Use cases:
- LLM fine-tuning (Llama, Mistral, GPT, custom LLMs)
- ML model training & performance benchmarking
- Model testing, evaluation & validation
- API & software testing
- Healthcare, Finance, E-commerce datasets
- Computer Vision & NLP datasets
- Fraud & anomaly detection
- Academic & research projects
My simple process:
- Share your sample or specifications
- Receive a sample dataset for approval
- Get your full dataset delivered fast
Why choose me:
- Fast 27 day delivery
- Bundle discount with Data Annotation gig
- 100% satisfaction guarantee
Contact me today let's build your perfect dataset!
Programming language:
Python
•
SQL
•
Colab
•
Java
•
NoSQL
Frameworks:
Scikit-learn
•
DeepPy
•
Google ML Kit
•
PyTorch
•
Panda
My Portfolio
FAQ
What is synthetic data and why do I need it for my AI/ML project?
Synthetic data is artificially generated data that mimics real-world patterns without using actual user info. It's perfect for AI/ML/LLM training when real data is limited, biased, or privacy-sensitive. It helps fix bias, balance classes, and comply with GDPR/HIPAA — saving time and costs!
Can you generate synthetic datasets for LLM fine-tuning?
Yes! I create LLM-ready datasets like JSONL with instruction-response pairs for models like Llama, Mistral, or GPT. Just share your domain (e.g., chat, translation) and I'll make it statistically accurate with bias fixing.
How do you ensure the synthetic data is privacy-safe and realistic?
I use tools like SDV, Faker, and GANs to generate data without real info — 100% GDPR/HIPAA compliant. Plus, I provide a fidelity report showing correlations, distributions, and stats match to real data.
What formats and sizes of datasets can you deliver?
Any format: CSV, JSONL, Excel, Parquet, etc. Customizable for tabular, text, images, or time-series — with visualizations and revisions included.
Do you offer bundles or custom requirements?
Absolutely! Bundle with my Data Annotation gig for a full AI solution (discount available). Message me your requirements (rows, columns, domain) before ordering — I'll send a free sample and quote.
1 reviews for this Gig
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Rating Breakdown
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A ayushiyeram

India
Overall very nice experience working with him and he gave my project within time and met all the expectations.
Up to $50
Price
2 days
Duration
M 
Seller's Response
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1 reviews for this Gig
| (1) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
A ayushiyeram

India
Overall very nice experience working with him and he gave my project within time and met all the expectations.
Up to $50
Price
2 days
Duration
M 
Seller's Response
Helpful?
