About Me
With 3 years of experience as a Full-Stack Data Scientist with domain depth in applied machine learning, forecasting, and system intelligence. I design and deploy production-grade models for classification, regression, clustering, and attribution across varied business pipelines, transforming raw complexity into actionable intelligence.
Experienced in building modular, reusable ML frameworks, I handle everything from feature engineering and automated training to model evaluation and explainability using SHAP. I thrive on delivering end-to-end solutions that are not only powerful but also interpretable and efficient.
Skills & Stack
Languages
Databases & Platforms
ML & Data Science
Visualization
Cloud & MLOps
Dev & Orchestration
Core Projects / Contributions
Timeline Experience
AI Engineer, RevSure AI
Dec 2024 - Present
- Full-time role building scalable ML solutions across campaign optimization and marketing analytics.
- Development of a Marketing Mix Modeling system to optimize ad spend with interpretable response curves.
- Created a campaign lift analysis module with automated dashboards and SHAP insights.
Data Scientist, ADA-ASIA
Apr 2022 - Dec 2024
Worked across accounts, delivering full-stack ML solutions for diverse business needs.
Account: RevSure AI
- Developed and optimized machine learning models for lead scoring, revenue projection, and categorization.
- Created custom transformers for scalable feature engineering and integrated Optuna for hyperparameter tuning, significantly improving model performance (MAPE, F1-Score).
- Built a modular regressor-classifier framework, accelerating future model development and reuse.
- Leveraged SHAP for model explainability to ensure stakeholder transparency.
Account: Leading E-Commerce Aggregator
- Built a predictive model to forecast booking cancellations using XGBoost and baseline logistic classifiers.
- Conducted thorough EDA and feature engineering (outlier handling, normalization) to enhance accuracy.
- Enabled actionable insights that minimized revenue loss and improved operations.
Education
PG Program in Data Analytics
Imarticus Learning (2022)
BSc in Information Technology
Pragati College of Arts, Science & Commerce (2020)
Certifications
IBM Data Science Professional Certificate - Coursera
Advanced Python - Squad Infotech
Other Projects
Interests
Music & Focus
Listening to non-lyrical music while working or lifting weights to stay in the zone.
Community & Learning
Hanging out in Python Discord communities to help others, learn, and stay current.
Reverse Engineering
Exploring how games and systems work under the hood, with a fascination for memory reading.
Creative Tooling
Building small, practical tools from scratch to solve unique problems and test ideas.
Logic & Creativity
Combining logic and creativity to script useful solutions and experiment with new concepts.