MVP for a Digital Health Startup
1000 USDWe are a bootstrapped startup and looking for ML Data Scientist to help with MVP for our project to build an ML-based MVP to stratify perimenopausal/postmenopausal women by hormonal phenotype and generate data-driven hormonal treatment recommendations using the historical dataset(we will provide historical provide files). Here's the proposed SOW:
Scope of Work:
Data Prep (1–2 days):
Clean the CSV, impute missing values, normalize, encode features.Feature Engineering (1 day):
Select key biomarkers/symptoms, create feature vectors.Clustering (2–3 days):
Run K-Means, DBSCAN, Hierarchical; evaluate optimal clusters.Cluster Analysis (1–2 days):
Profile clusters, identify hormonal phenotypes.Export to DB (1 day):
Add cluster labels, format, and ingest into DB.Recommendation Mapping (2–3 days):
Link clusters to HRT recommendations using literature or supervised models(Rule-based logic or supervised ML model (for recommendation).Inference Pipeline: Input patient data → assign to cluster → generate HRT suggestion (via rules or model).
Reporting (1 day):
Document process, build simple demo/dashboard.
Please send your quote and timeline.
Thank you!
The project will be broken into multiple smaller sub-projects with the first one being data aggregation and preparation for the analysis.
Pease bid your price to aggregate the files (10 files with patients' data and link it via patient ID, (SWANID) only for the patients that had 2+ visits)?
I am attaching sample file with more details. There are 10 files like this for 10 years that need to be aggregated by SWANID.
Please let me know your price & timeline to aggregate the files into 1 dataset and to prep for the data processing (cleaning etc).
thank you!
Olga
Description of the variables needed for the dataset
Applications 1
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20 days1000 USD
2248 63 2 2 20 days1000 USDHello
I am full time ML engineer
I have experience in both classic ML and Deep learning
I can share linkedin profile in direct message
Your timeline proposes 13 days, I can do my best to achieve it, but want to take extra few days in case of any challenges
-
10 days1000 USD
1616 8 0 10 days1000 USDHello, Olga
I am a developer specializing in ML/DL. Ready to take on your project. Write to me, and we will discuss it.
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14 days1000 USD
10038 117 0 14 days1000 USDHello.
I 'm NodeJS developer. Have experience with OpenAI API. Please, text me.
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10 days1500 USD
144 10 days1500 USDHello, my name is Javid. I work on machine learning-based projects and can help you implement an MVP for stratification and recommendations for ZGT based on historical data.
Regarding your scope of tasks:
– Data preparation
– Feature engineering
– Clustering with model selection
– Results analysis and profiling
– Recommendation generation (based on logic or ML)
… – Integration into infrastructure (cluster assignment and output)
– Report and demonstration
I am ready to take on the work, estimating the entire scope at approximately 8–10 working days. I work at a rate of $30/hour. The approximate budget is from $1500, depending on the details and complexity of the data structure.
If this approach interests you, please write to me, and I will join in and we can start with the dataset assessment.
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30 days1000 USD
3318 70 1 30 days1000 USDHello,
I specialize in creating scripts for automating data processing tasks.
I’d be happy to review the project details and discuss how I can assist you.
Best regards,
Oleksandr
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