Name: Akul Malhotra
Type: User
Bio: A Data Science and Machine Learning Enthusiast excited by the opportunity to apply data analytical skills in different domains of Finance.
Location: Hong Kong SAR
🌱 I’m currently majoring in Data Science with a minor in Finance at the City University of Hong Kong
💡 I particularly enjoy exploring the intersection of data science and finance.
👨💻 I'm usually working on building 🤖 Data Analytics & Machine Learning projects.
🚀 My past experience includes interning at a 📈 Stock Exchange Group & at an 🏢 Insurance Company.
📫 If you have any questions, collaboration opportunities or just want to have a chat, feel free to contact me at [email protected]
akulez
Config files for my GitHub profile.
kaggle_competition_machine-failures
An ensemble of 3 models - AdaBoost, XgBoost and Random Forests to classify machine failures.
kaggle_s3_e14_competition
Implemeting Modern Day Boosting algos like LightGBM, XgBoost and Catboost to predict yield of Wild Blueberry, done as part of a Kaggle Competition.
network_analysis_prediction_tennis_dataset
Link Prediction + Community Detection + Centrality and Network Analysis for Tennis Dataset
nlp-topic_modeling
Topic Modeling on BBC News using Facebook's FastText embeddings and LDA probabilistic model.
reddit-tesla-stock-analysis
SDSC3013 Group Project
reddit_sentiment_analysis-word2vec_vs_doc2vec
Comparing Google's Word2Vec and Doc2Vec Embeddings for Predicting Reddit Sentiment using XGBoost algorithm.
sales-prediction-time_series_analysis
Time Series Analysis and Forecasting for an online store using LSTM and CatBoost Algorithm.
sam_altman_sacked
Group Project SDSC3013
streamlit_tech_stocks
In progress - Webapp showcasing analytics for live Tech Stocks and latest incoming news for the stock along with conducting sentiment analysis for the news.
terrorism_network-analysis-prediction
In depth Network Analysis + Centrality Analysis + Link Prediction for Terrorism Dataset
text-similarity_phrase-matching
Implementing Text Similarity for US Patents using modern day Word2Vec and USE(Universal Sentence Encoding) and some classical algos. like Jaro Winkler and Jaccard
twitter_emotion_analysis
Predicting Depression from Twitter Tweets using Classical Algos. like TF-IDF, Decision Trees, Random forests and Logistic Regression.
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
