Work
Research, coursework and independent projects share one timeline here rather than three separate lists. The trajectory is the point, not the category.
Timeline
personalRNN Pop Music Generation
PyTorch RNN that generates pop music as readable sheet music, using an interval-based token system that cuts vocabulary size by 80%.
- generative
- audio
- symbolic-music
- rnn
- sequence-modeling
- Coursework
Research Position Portal
Flask portal where faculty post research positions and students apply, with email-confirmed accounts and a Dockerised AWS deployment.
- web-systems
- databases
- session-auth
- relational-modeling
personalDropScout
Competition-intelligence dashboard that scrapes three marketplaces in parallel and rolls listings into a 0–100 product competition score.
- tabular
- web-systems
- information-retrieval
- weighted-scoring
- async-scraping
- Research
Benchmarking Retrieval for Medical RAG
Head-to-head evaluation of sparse, dense and graph-based retrieval on a PubMed medical corpus, run at scale on WPI's Turing cluster.
- nlp
- information-retrieval
- medical
- rag
- tf-idf
CourseworkHouseHub
Hi-fi Flask prototype for an HCI course: one shared dashboard where roommates track chores, supplies and maintenance issues.
- hci
- web-systems
- databases
- hi-fi-prototyping
- relational-modeling
- personal
MordBot
Discord voice assistant that segments speech with VAD, transcribes it with a streaming Nemotron ASR model and answers out loud, entirely on local inference.
- speech
- audio
- llm-systems
- asr
- voice-activity-detection
- personal
Model Builder
Chat-driven ML training where an LLM picks the methodology and hand-written sklearn/LightGBM code does the training.
- tabular
- automl
- llm-systems
- tool-use-orchestration
- methodology-registry
Browse by facet
7 of 7 projects
- FeaturedpersonalJan 2026 – May 2026
DropScout
Competition-intelligence dashboard that scrapes three marketplaces in parallel and rolls listings into a 0–100 product competition score.
- courseworkApr 2026 – Apr 2026
HouseHub
Hi-fi Flask prototype for an HCI course: one shared dashboard where roommates track chores, supplies and maintenance issues.
- personalJul 2026 – ongoing
Model Builder
Chat-driven ML training where an LLM picks the methodology and hand-written sklearn/LightGBM code does the training.
- personalJun 2026 – ongoing
MordBot
Discord voice assistant that segments speech with VAD, transcribes it with a streaming Nemotron ASR model and answers out loud, entirely on local inference.
- FeaturedresearchJan 2026 – ongoing
Benchmarking Retrieval for Medical RAG
Head-to-head evaluation of sparse, dense and graph-based retrieval on a PubMed medical corpus, run at scale on WPI's Turing cluster.
- personalJan 2025 – Dec 2025
RNN Pop Music Generation
PyTorch RNN that generates pop music as readable sheet music, using an interval-based token system that cuts vocabulary size by 80%.
- courseworkNov 2025 – Dec 2025
Research Position Portal
Flask portal where faculty post research positions and students apply, with email-confirmed accounts and a Dockerised AWS deployment.