m.s. cs @ texas tech university.
interested in nlp, rag, deep learning, data analysis, and building end-to-end ml systems on real data.
currently thinking about retrieval quality in rag, code-mixed language models, and turning messy real-world data into useful analytics.
legal document intelligence platform
multi-user rag platform for legal document q&a with cited answers.
hybrid retrieval (vector search + bm25 with reciprocal rank fusion), ocr fallback, jwt auth, async processing.
fastapi chromadb openai celery redis
code
txdot crash analytics api & dashboard
cleaned 67,906 txdot cris records into 24,261 crash-level records and built a rest api for severity, contributing-factor, and trend analytics.
includes a crash-map dashboard, 62 pytest tests, and a serverless aws lambda deployment; failure to control speed was the top contributing factor.
python pandas fastapi pytest chart.js leaflet aws lambda
code
cyberbullying detection in telugu
built a 37.8k-sample telugu–tenglish dataset and benchmarked seven bert-based models under identical conditions.
95.3% accuracy with mbert; distilbert was the most efficient for deployment.
pytorch transformers indicnlp scikit-learn
code
skin cancer detection with cnns
deep learning classifier for skin cancer images using resnet and fastai.
includes the dataset, notebook, pr and roc curves, confusion matrix, and a literature review.
fastai resnet jupyter
code
- rag systems and retrieval quality
- multilingual and code-mixed text (telugu, english)
- data cleaning, analysis, and apis on real-world datasets
- evaluation and error analysis for nlp models
languages: python · java · javascript · c · sql
ai: pytorch · tensorflow/keras · hugging face · scikit-learn · fastai · rag (chromadb)
data: pandas · numpy · data cleaning · eda
backend & web: fastapi · rest apis · celery · redis · react (basics)
tools: git · linux · jupyter · aws lambda (basics)
- oci generative ai professional · view
- oci ai foundations associate · view
- cs50's introduction to programming with python · view
- mern full stack development program · view
- aws academy cloud architecting · view
piano, video games, sports and fitness.