βοΈ Contact me:
- π§ [email protected]
- π Iβm currently working on:
- π² Credit Risk Analysis: Prediction the rate of default for mortgage loans
- How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection [paper]
- 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
- 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
- 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