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here are selected projects across ml, information retrieval, and systems engineering.
blink-db: key-value database
systems project · mar 2025
write-optimized key-value store with lsm-tree, memtable, and sstable compaction.
custom unix shell for in-memory file system
systems project · nov 2024
unix-like shell with threaded in-memory file operations and a task queue.
image captioning using vision transformer and gpt-2
ml project · apr 2025
encoder-decoder model combining vit encoder, gpt-2 decoder, and projection layers.
title generation for wikipedia articles
nlp project · apr 2025
seq2seq models and t5 fine-tuning for high-rouge title generation.
fair llm-based reranking for information retrieval
master thesis project · apr 2026
parameter-efficient soft prompting for fair reranking with exposure deficit signals.
bert-based news classification and semantic search with rag
ml + retrieval project · apr 2025
bert fine-tuning with faiss-backed retrieval and llama-based answer generation.
celestial: social media web app for astronomy enthusiasts
full-stack project · jan 2023 - apr 2023
mern-based social platform with redis caching and dockerized services.