ML Engineer · Applied Scientist · Data Engineer · Full Stack Systems Architect
Building intelligent, scalable, production grade systems across ML, data, and modern web platforms.
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Original photography — visual thinking beyond code.
- Agentic AI & LLM Systems — RAG, tool using agents, evaluation, safety and reasoning
- Applied ML Research — model behavior, benchmarks, alignment, failure analysis
- MLOps & Data Engineering — scalable pipelines, deployment, monitoring
- Full Stack Systems — distributed APIs, real time platforms, end to end ownership
| Project | Description |
|---|---|
| Sickle++ | Satellite crop monitoring with training, evaluation, and Earth Engine download utilities. Ingests multi sensor imagery (Sentinel 2, Sentinel 1, Landsat 8) in cell based and plot based formats. Includes UTAE, UNet3D, and ConvLSTM for crop type classification, phenology prediction, and yield estimation. |
| Project | Description |
|---|---|
| MineMEETS | End to end ML pipeline system for data ingestion, feature workflows, experiment tracking, and production deployment patterns. |
| TURBO | Independent implementation of Target Augmented Shared Fusion based Multimodal Sarcasm Explanation. Detects sarcasm, identifies targets, and fuses text and image inputs via modified BART encoder with cross attention and Vision Transformer features. Evaluates on MORE+ dataset with BLEU, ROUGE, and METEOR. |
| Project | Description |
|---|---|
| DreamDOT | Next gen social media and blogging platform that empowers creators to publish, connect, and earn through dynamic subscriptions, pay per view content, and immersive community interaction. |
| Flourish | Smart plant care web application that bridges the gap between wanting to keep plants alive and actually knowing how. Uses real horticultural data combined with artificial intelligence. |
Languages: Python · TypeScript · Go · C++ · JavaScript
ML & AI: PyTorch · Transformers · RAG · MLflow · NumPy · Pandas
Backend: FastAPI · Node.js · GraphQL · Microservices
Frontend: Next.js · React · Tailwind CSS
Data & Infra: PostgreSQL · MongoDB · Docker · Cloud Platforms
From research to production — I ship systems that reason, adapt, and scale.