All Projects

Electricity Pricing in Texas (2019–2021): Seasonal Trends, Weather Impacts & Strategy

- __Role__: Data preparation (Tableau Prep), dashboarding (Tableau), analysis, and recommendations. - __Data__: ERCOT settlement point prices, load/ge...

TableauTableau Prep

Predicting Term-Deposit Subscription (UCI Bank Marketing)

Goal: Classify whether a customer will subscribe to a term deposit (y) using the UCI Bank Marketing dataset. __Data:__ 45,211 rows × 17 columns (origi...

Pythonpandasscikit-learnstatsmodelsseabornmatplotlib.

WSDM Chatbot Arena – Fine‑Tuning Gemma‑2B with QLoRA & PEFT

Problem The WSDM Chatbot Arena competition asks participants to predict which of two chatbot responses a human would prefer when given a user prompt....

PythonPyTorchHuggingfaceTransformersGemma‑2Bbitsandbytes (4‑bit quantization)PEFT / LoRA adaptersQLoRAGoogle Colab (A100 GPU)