Track, manage and complete your tasks efficiently
| tasks | Assignee | Due Date | Priority | status | progress | action | |
|---|---|---|---|---|---|---|---|
|
Baseline first: predict something about exam results
Take a real student performance dataset,...
|
W Waseem Ahmad |
20 Sep 2026
49 days from now
|
Low | Approved |
100%
|
||
|
Data Integrity and Leakage Prevention Pipeline
Design and implement a reproducible data...
|
W Waseem Ahmad |
23 Sep 2026
46 days from now
|
Low | Approved |
100%
|
||
|
Data Integrity and Leakage Prevention Pipeline
Design and implement a reproducible data...
|
W Waseem Ahmad |
23 Sep 2026
46 days from now
|
Low | Approved |
100%
|
||
|
Design and implement a leakage‑safe data pipeline with feature engineering
Create a reproducible ETL script that lo...
|
W Waseem Ahmad |
25 Sep 2026
44 days from now
|
Low | Approved |
100%
|
||
|
Design and implement a leakage‑safe data pipeline with feature engineering
Create a reproducible ETL script that lo...
|
W Waseem Ahmad |
25 Sep 2026
44 days from now
|
Low | Approved |
100%
|
||
|
Baseline Model with Cost‑Sensitive Imbalance Handling
Train a simple baseline classifier (e.g....
|
W Waseem Ahmad |
04 Oct 2026
35 days from now
|
Low | Approved |
100%
|
||
|
Baseline Model with Cost‑Sensitive Imbalance Handling
Train a simple baseline classifier (e.g....
|
W Waseem Ahmad |
04 Oct 2026
35 days from now
|
Low | Approved |
100%
|
||
|
Advanced Model Selection, Tuning, and Explainability
Explore at least two stronger algorithms...
|
W Waseem Ahmad |
23 Oct 2026
16 days from now
|
Low | Approved |
100%
|
||
|
Advanced Model Selection, Tuning, and Explainability
Explore at least two stronger algorithms...
|
W Waseem Ahmad |
23 Oct 2026
16 days from now
|
Low | Approved |
100%
|
||
|
Secure API Service, Containerisation, and CI/CD
Wrap the selected model in a FastAPI app...
|
W Waseem Ahmad |
02 Nov 2026
6 days from now
|
Low | Approved |
100%
|
Tasks under review will show here.
Tasks needing revisions will show here.
Chronological view of your task journey
Take a real student performance dataset, define a prediction problem, and build the dumbes...
Design and implement a reproducible data ingestion and preprocessing module for the transa...
Design and implement a reproducible data ingestion and preprocessing module for the transa...
Create a reproducible ETL script that loads sample transaction data, removes personally id...
Create a reproducible ETL script that loads sample transaction data, removes personally id...
Train a simple baseline classifier (e.g., Logistic Regression) on the processed data, addr...
Train a simple baseline classifier (e.g., Logistic Regression) on the processed data, addr...
Explore at least two stronger algorithms (e.g., XGBoost and RandomForest), perform a rando...
Explore at least two stronger algorithms (e.g., XGBoost and RandomForest), perform a rando...
Wrap the selected model in a FastAPI application with input validation and a stub JWT auth...
Wrap the selected model in a FastAPI application with input validation and a stub JWT auth...
Implement Prometheus metrics for request latency, success rate, and cost‑based error count...
Implement Prometheus metrics for request latency, success rate, and cost‑based error count...