Projects
Curated systems only. If it doesn’t demonstrate system design, evaluation, or deployment, it doesn’t belong here.
ROHbot — Portfolio RAG Assistant
LLM assistant that answers questions about my work using grounded retrieval with sources, eval hooks, and deployable structure.
Signal
Grounding + citations • Deployable • System design
Metric
Deployed system: ingest → index → retrieve → respond (add Hit@K / latency next)
Sketch Studio — Sketch → Photorealistic Portraits
Stable Diffusion + ControlNet pipeline to preserve sketch structure while generating photorealistic portraits.
Signal
Conditioned generation • Prompt adherence • Evaluation-ready
Metric
Add SSIM/CLIP or qualitative eval grid (don’t leave blank long-term)
Network Anomaly Detection
Traffic anomaly detection comparing classical + deep approaches with practical evaluation and pipeline structure.
Signal
Model comparison • Security context • Pipeline thinking
Metric
Add AUC/F1 + dataset size + false positive rate
Fake News Detection Engine (NLP)
Fine-tuned transformer model with a simple inference layer and evaluation workflow.
Signal
Fine-tuning • Eval • Serving
Metric
Add F1 + dataset size + baseline comparison
Data Pipeline — ETL to Analytics Outputs
ETL pipeline design focusing on clean transforms, reliability, and query-ready outputs.
Signal
ETL • Scalable • Production mindset
Metric
Add runtime + schedule + data volume
Want the fastest proof?
Start with ROHbot. It shows retrieval, grounding, and a deployable system structure — not just notebooks.