All Projects
Turning Amazon Furniture Reviews into Actionable Insights
Explore the live dashboard →view dashboard How it started When I first looked at thousands of Amazon furniture reviews, I realized they held more than...
open routergemmini 2.5 flashamazon furniture reviewsstreamlitstructured insights extractionspythonparallel processingtsnek meansmatplotlibLLM
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/generation, an...
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 (original)...
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)