Python Clinical Trial Data Analysis
Budget: ₹1,500 – ₹12,500 INR
Title: M.Tech Project – Healthcare Data Validation (Python + ML, Simple Scope)
Description: I am looking for a Python developer with basic machine learning experience to build an M.Tech academic project related to healthcare data validation (LIS domain).
Project Scope:
Input: CSV dataset (synthetic healthcare/lab data) Perform rule-based validation: • Range checks • Missing values • Format validation Implement simple ML anomaly detection (Isolation Forest preferred) Generate validation report (valid/invalid + errors) Optional: simple dashboard (Streamlit)
Deliverables:
Python code (well commented) Jupyter notebook or script Mini + major project report IEEE format paper PPT Basic explanation of project
Requirements:
Python (Pandas, Scikit-learn) Basic ML knowledge Should be able to explain the implementation
Timeline: 10–15 days
Budget: ₹15,000 - 20,000
Important:
No copy-paste or ready-made projects Work should be original and customizable Freelancer must support explanation
Please share:
Similar academic/ML project Your approach for this project
Description: I am looking for a Python developer with basic machine learning experience to build an M.Tech academic project related to healthcare data validation (LIS domain).
Project Scope:
Input: CSV dataset (synthetic healthcare/lab data) Perform rule-based validation: • Range checks • Missing values • Format validation Implement simple ML anomaly detection (Isolation Forest preferred) Generate validation report (valid/invalid + errors) Optional: simple dashboard (Streamlit)
Deliverables:
Python code (well commented) Jupyter notebook or script Mini + major project report IEEE format paper PPT Basic explanation of project
Requirements:
Python (Pandas, Scikit-learn) Basic ML knowledge Should be able to explain the implementation
Timeline: 10–15 days
Budget: ₹15,000 - 20,000
Important:
No copy-paste or ready-made projects Work should be original and customizable Freelancer must support explanation
Please share:
Similar academic/ML project Your approach for this project
Related categories:
Python
Machine Learning (ML)
Scikit Learn
Data Analysis
Anomaly Detection
Pandas
Streamlit