Experienced Data Scientist with 15 years of expertise in data science, data visualization, product management, and data management. Proven ability to develop and implement strategies for data-centric product development and data-driven decision-making.
Applying for Senior Data Scientist positions to leverage expertise in emerging AI, advanced analytics, and model-driven products and solutions.
Open to discussing data science opportunities, collaborations, and innovative projects
| Date | Type | Repo | Status | Description |
|---|---|---|---|---|
| 2025 Sept | CycleGAN | deep-learing-gan-monet-painting | Completed | Generate Monet-style paintings from photographs using CycleGAN architecture. Replicates Monet's artistic style through color palette, brush strokes, and lighting techniques. |
| 2025 Aug | CNN | deep-learing-cnn-cancer-detection | Completed | Develop CNN for binary classification of histopathologic images to detect metastatic cancer using PatchCamelyon dataset. |
| Date | Type | Repo | Status | Description |
|---|---|---|---|---|
| 2025 Oct | LLM Classification | deep-learning-llm-classification-finetuning | Completed | Fine-tune DeBERTa v3 model to predict human preferences in LLM responses using Chatbot Arena dataset with systematic optimization experiments. |
| 2025 Sept | LSTM | deep-learing-rnn-disaster-tweets | Completed | Build LSTM model to classify disaster-related tweets using 10,000 hand-labeled samples for emergency response monitoring. |
| 2024 Oct | Unsupervised NLP | unsupervised-nlp-sfdc-classification | Completed | Apply unsupervised learning to categorize 1,498 Salesforce documentation pages using NLP feature extraction and clustering. |
| 2024 Oct | Supervised NLP | supervised-nlp-auto-classification-for-sfdc-documentation | Completed | Develop NLP model to automate Salesforce documentation classification across Sales Cloud and Service Cloud features. |
| 2023 Sept | Unsupervised Learning | news-articles-categorization | Completed | Model BBC News article categorization using NLP, matrix factorization, and compare unsupervised vs supervised approaches. |
| 2023 Sept | Deep Learning | marketing_text_classification | Completed | Classify marketing text using k-train wrapper for TensorFlow, Keras, and Hugging Face Transformers with performance evaluation. |
| Date | Type | Repo | Status | Description |
|---|---|---|---|---|
| 2023 Aug | Supervised Learning | customer-churn-prediction | Completed | Predict customer churn using Random Forest classifier on public dataset, emulating business context for attrition analysis. |
| Date | Type | Repo | Status | Description |
|---|---|---|---|---|
| 2023 April | Data Visualization | consumer-price-index | Completed | Create comprehensive CPI visualizations to communicate inflation impact beyond top-level numbers for public understanding. |
| 2023 April | R Analysis | nypd-shooting | Completed | Analyze NYPD shooting incident data to identify contributing factors and trends in New York City shootings. |
| 2023 April | R Analysis | covid-19 | Completed | Conduct exploratory data analysis of global and US COVID-19 datasets to identify data interactions and connections. |
| Date | Type | Title | Status | Description |
|---|---|---|---|---|
| 2023 Aug | Medium Article | The 4 Cs of Data Governance Measurement | Published | Introduce comprehensive framework for data governance using Capability, Capacity, Competency, and Compliance metrics. |
Beyond data science, I'm passionate about continuous learning and community engagement
- 🎓 Lifelong Learner: Currently pursuing MSDS while working full-time at Salesforce
- 📚 Knowledge Sharing: Published articles on data governance and best practices
- 🌱 Growth Mindset: Always exploring new technologies and methodologies
- 💡 Innovation: Bridge between academic research and practical business applications
- Solving Complex Problems: Using data to uncover insights that drive business value
- Building Teams: Creating environments where data professionals can thrive
- Continuous Innovation: Staying at the forefront of AI/ML developments
- Making Impact: Contributing to projects that improve decision-making and outcomes
| Category | Technologies |
|---|---|
| 👨💻 Languages & Frameworks |
|
| 🧰 Data Science & AI |
|
| 🗄️ Data Storage & Databases |
|
| 📊 Data Engineering & ETL |
|
| ☁️ Cloud Platforms |
|
| 💻 Development & DevOps |
|
| 📈 Data Visualization & BI |
|
| 💻 Development Environment |
|
| 📋 Work Management |
|