ashwindeshpande96 Goto Github PK

followers: 4.0 following: 9.0 repos: 36.0 gists: 0.0

Name: Ashwin Deshpande

Type: User

Location: United States

Blog: https://www.linkedin.com/in/ashwin-deshpande-li96/

Welcome!🙋🏻‍♂️

☎️ Contact me:

📧 [email protected]

🔭 I’m currently working on:
- 💲 Credit Risk Analysis: Prediction the rate of default for mortgage loans

🔍 Publications

How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection [paper]

🕸️ Full Stack Projects

Spotify ETL Pipeline
- Python | AWS Lambda/Gateway API/Athena | DynamoDB
Realtime Cloud IOT Network
- Scala/Python | Hadoop | Spark | Kafka | Cassandra
Open Connect Social Media
- Node.JS | Angular | Redshift | MongoDB | Express | AWS

📈 Data Science Projects

Credit Risk Analysis
- Adhoc Analysis | System Design | Data Science | Visualization & Reports
Conversational Recommender Systems using Multi-Relational Data [report]
- Recommendation System | Chatbot | Knowledge Graph | React | Django | AWS Lambda | DynamoDB | Spark
Churn Prediction Investment Company
- Python | Machine Learning | Data Science | Classification | Visualization
Customer Value Estimation using Online Retail Data
UIC Search Engine
- Python | Crawler | Inverted Index | BERT/TF-IDF | Topic Specific Page Rank
ADReSSo Challenge - INTERSPEECH 2021
- Python | NLP Research | Dementia Detection | Multi-Modal | Speech Recognition
LANL Earthquake Prediction (Kaggle Competition)
TGS-Salt-Identification (Kaggle Competition)
US Population Flow
- Visualization | Graph Auto-Encoders
Clustering Algorithm
TF-IDF
MS Apriori Algorithm
Constituency Parsing - Probabilistic CKY Algorithm

Tools & Technologies

Python, AWS, GCP, Vertex AI/Sagemaker, Databricks/EMR, MLOps
Scikit-learn, Tensorflow/Keras/PyTorch, Scipy, NLTK, PySpark/Pandas/Numpy,
BigQuery, MySQL, PostgreSQL, DynamoDB, Cassandra, MongoDB, Hive
Hadoop, Apache Spark, Apache Kafka/AWS Kinesis, AWS SQS, Apache Flink,
Statistical Learning, Machine Learning, Data Science, A/B Testing

Ashwin Deshpande's Projects

agentgpt

🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.

algorithms-practice

Miscallaneous practice codes and snippets

apriori_algorithm

ashwindeshpande96

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

churn-prediction-investment-company

Predict the probability of Customer Churn using Historical Customer data and Customer Features

clustering_algorithms

conversational_recommender_system_using_multi-relational_data

credit_risk_analysis_adhoc

Credit Risk Modeling Repository consisting of adhoc analysis and data science notebooks

crslab

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

customer-value-estimation-using-online-retail-dataset

Project to understand Customer Value Estimation using UCI Machine Learning Repository - Online Retail Data Set

data_warehouse_anomaly_detection

deep-learning-experiments

Notes and experiments to understand deep learning concepts

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

hierarchical-softmax

This is a scalable hierarchical softmax layer for Neural Networks with large output classes.

lanl-earthquake-prediction

Kaggle Machine Learning Challege to predict when an earthquake will occur.

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

machine-translation

Machine Translation model to translate Hindi sentences to English using Attention.

math-as-code

a cheat-sheet for mathematical notation in code form

measuring_the_impact_of_verbal_disfluency_tags_on_automated_dementia_detection

mmse_prediction2021

musician-app

NodeJS / React sample app for AWS CI/CD pipeline tutorial

p2p-social-media-app

pointconv

probabilistic_cky_algorithm

product-membership-recommendation-system

realtime_cloud_iot_network_kafka_spark_cassandra

AWS Implementation of a realtime iot data processing system that is scalable to user requests