Level 5 : varshit pratap singh bhadauria#463

Closed

temporalzone wants to merge 30 commits intoLife-Atlas:masterfrom

temporalzone:level-5-varshit-pratap-singh-bhadauria

Contributor

temporalzone commented May 8, 2026

Level 5 — Graph Thinking

Varshit Pratap Singh Bhadauria

What I Did

Analysed a real Swedish steel factory dataset (68 production rows, 14 workers, 8 capacity weeks) and designed a knowledge graph schema from scratch — mapping every CSV column to nodes, relationships, and properties.

Key Findings from the Data

📍 Station 016 (Gjutning) is the level-1: Bassel Mazhar #1 bottleneck — appears 3 times in overruns, worst single variance at +25% (P03, w2)
⚠️ Single point of failure — Per Hansen is the only primary worker at Station 016, and Victor Elm (Foreman) is the only backup in the entire factory
📉 5 of 8 weeks are in capacity deficit — w1 and w2 are worst at -132h and -125h respectively, with zero overtime logged in w1
🔁 Systematic underestimation — overruns occur across multiple projects simultaneously at the same stations, meaning it's a planning model problem, not a one-off

Schema Highlights

7 node labels, 9 relationship types (2 carrying live production data)
PROCESSED_AT edge carries planned_hours, actual_hours, completed_units, week — the heart of the model
Alert node as a first-class graph citizen — queryable, assignable, resolvable
Certification split from comma-separated strings into proper nodes for traversable coverage queries

Files

answers.md — all 5 questions answered with real data, Cypher queries, and SQL comparison
schema.md — full Mermaid graph schema

Ready for L6

Blueprint in Q5 maps every CSV column to a node/relationship, defines 3 Streamlit panels with exact Cypher queries powering each, and includes a working Neo4j Python loader pattern.

Built on top of real factory data. Every number in this submission comes from the CSVs — nothing fabricated.

temporalzone added 13 commits

April 15, 2026 16:47


          level-1: Varshit Pratap Singh Bhadauria

2f0314e


          level-2: Varshit Pratap Singh Bhadauria

923214c


          fix: added test output and LLM output for level-2

ce40cf7


          fix: level 2 proper bot format

4ba4db1


          final fix level 2

8d5a207


          final final level 2 fix

17604ef


          FINAL LEVEL 2 FIX

78c97b1


          level-2: Varshit Pratap Singh Bhadauria

6cf6e33


          fix: add level2.md submission file

0d7d16c


          fix: add level2.md submission file

15bc910


          fix: update level2.md with actual outputs

5d91214


          changed file location

11fc75a


          level-5: Varshit Pratap Singh Bhadauria

f9c4ed1

github-actions Bot added the level-2 label

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Add secured Level 6 dashboard and graph files

6ef12c3

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Add requirements.txt for Streamlit Cloud

28c13f2

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Update app.py

67a75b4

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Update app.py

74c6f48

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Use Streamlit secrets for Neo4j credentials

95a25b8

Replaced dotenv with Streamlit secrets for credentials.

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Add Streamlit import to app.py

40ea0f1

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Add Neo4j import to app.py

5ed64d9

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Add pandas import to app.py

9dc3ac2

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Update CSV file paths for data loading

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Rename work_df to workers_df for clarity

b43e274

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Refactor Neo4j connection and data loading

f0100fd

Refactor Neo4j connection and improve data loading structure.

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.

temporalzone added 3 commits

May 9, 2026 02:46


          Complete Level 6 Dashboard and README

0a95ae6


          Add README file for Level 6

18832da


          Merge branch 'level-5-varshit-pratap-singh-bhadauria' of https://gith…

abb741e

…ub.com/temporalzone/lpi-developer-kit into level-5-varshit-pratap-singh-bhadauria

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Update Level 5 answers and schema

7a82c5e

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Delete submissions/varshit-pratap-singh-bhadauria/level5/schema.md

40fdb54

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.


          Delete submissions/varshit-pratap-singh-bhadauria/level5/answers.md

c7c4f5c

Contributor

github-actions Bot commented May 8, 2026

✅ Registration + Level 2 received! You're now on the board.

⚠️ Tip for next time: Submit each level as a separate PR — it makes tracking easier and ensures you get credit immediately.

The leaderboard is live: https://life-atlas.github.io/lpi-developer-kit/

Level 3 is what guarantees your place on the team.

temporalzone closed this

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

level-2