Projects
Case studies, open-source systems, and deep-learning infrastructure.
Self-Attention Kernel & Inference Engine from Scratch
Implementation of FlashAttention-style tiled multi-head attention kernels in C++/CUDA and custom PyTorch C++ extensions with benchmark comparisons.
Distributed Low-Latency Stream Processor in Rust
A zero-copy, fault-tolerant distributed streaming engine built in Rust for processing 1.5M+ events/sec with sub-millisecond p99 stateful window aggregations.
Multi-Agent GenAI & RAG Evaluation Harness
An automated regression and evaluation suite for testing complex RAG retrieval, multi-hop reasoning, tool invocations, and semantic drift with synthetic dataset generation.
Vectorized Columnar Execution Engine for Parquet Lakehouses
A lightweight vectorized OLAP query engine in C++ executing SQL aggregation, projection pushdowns, and dictionary-encoded string filtering directly over Parquet files.
Automated Flight Data Pipeline with Medallion Architecture
A robust end-to-end data pipeline using Apache Airflow, Apache Spark, PostgreSQL, and AWS S3 with Medallion architecture (Bronze, Silver, Gold).
MindScope: Modular LLM Persona-Aligned Insights & EDA Engine
A modular Python package leveraging Large Language Models for persona-aligned automated exploratory data analysis, summarization, and goal generation.