Soummil Goel
@LIMOUS007Computer Science student focused on machine learning, data pipelines, and adaptive systems.
Language Breakdown
Lines of code distribution across 12 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Python
Collaboration Network
Global Impact visualization
Repos
13
PRs
0
Growth
+18%
Top Collaborators
No collaborator data yet.
Coding Streak
Contribution activity over the past year
Top Repositories
Chrome extension for real-time speech-to-text captions on any browser tab via OpenAI Whisper
LangChain scripts covering LLMs, chat models, embeddings, chains, RAG, and agents
Multi-page hotel booking website built with HTML, CSS, JavaScript, and PHP
Predicts Pokemon primary type from base stats - Random Forest 52.7% across 18 classes
A personal AI professor for university coursework. Course-isolated RAG, semantic search, notes/quiz generation, and exam prep — built with LangChain and Streamlit.
Time-series forecasting project predicting store sales using advanced feature engineering (lags, rolling stats, promotions, oil trends) and Gradient Boosting. Built full ML pipeline with time-based validation and Kaggle submission workflow.
Machine learning pipeline for the Kaggle Spaceship Titanic challenge. Includes data cleaning, feature engineering, model comparison (Logistic Regression, SVM, Random Forest, Gradient Boosting, Extra Trees), and a final ensemble model that achieved a public accuracy of 0.80102. Built with Python and Scikit-learn.
Comparison of multiple machine learning classifiers for Titanic survival prediction with feature engineering, structured preprocessing, and Kaggle-style submissions.
End-to-end house price prediction pipeline using feature engineering, missing-value handling, and regression models with RMSE evaluation.
Open Source Impact
Contributions to external projects
No external contributions found.