Languages
| Language | Rating | Description |
|---|---|---|
| Python | 5/5 |
Data: nltk, scikit-learn, pandas, numpy; ML: tensorflow, pytorch, keras; Others: django, matplotlib |
| R | 5/5 |
Data: dplyr, data.table, rodbc, e1071; ML: caret, randomForest, rpart; Web Dev: RShiny; Viz: ggplot2, plotly |
| SQL | 5/5 | MySQL, MS SQL Server, PostgreSQL, AWS Redshift, AWS RDS |
| HTML | 4/5 | NA |
| CSS | 4/5 | NA |
Skills
| Skill | # Yrs Experience | Examples |
|---|---|---|
| Data Science | 11 | Statistical Modeling, Forecasting, Hypothesis Testing, Visualization, A/B Testing, Experimental Design | Machine Learning | 9 | Predictive modeling using Regression, Decision Trees, SVM, GBM, Probabilistic Graph Modeling, Statistical Language Modeling, Optimization and Bayesian Modeling |
| Artificial Intelligence | 4 | Classical AI Knowledge Reasoning and Representation, Planning, Search. Deep Learning Techniques such as GPT, T5, LLaMA, RNNs, LSTMs, GRUs, GANs, CNNs. |
Soft Skills
| Skill | Explanation |
|---|---|
| Adaptability | Successfully worked in multiple industries and multiple roles. Curious person with an open-minded attitude towards analysis-driven and analytical decision-making. Confident and organized approach towards work. | Teamwork | Built teams and worked in many with a democratic leadership style. Active Listener who collaborates and cooperates with exchange of ideas and coordination. |
| Communication | Friendly, empathetic and confident person with excellent presentation skills and communications(verbal and written). Believes in respectful and constructive feedback. |
Attributes
| Initiator | Analytical | Socratic |