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GiGi Koneti
developerAI & Systems Researcher
Public projects
EntropyKV-VW-Norm-LARA-KV-Cache-Compression
EntropyKV: Value-Weighted Key Vector Norm Scoring with Layer-Adaptive Recency Allocation for KV Cache Compression. Attention-free online KV cache eviction achieving 43% VRAM reduction and 32x decode speedup.
Python
TraceMind
An LLM-powered system that analyzes structured system telemetry (logs, traces, metrics) and produces causal explanations + anomaly reasoning.
Go
Attention-Free-Key-Vector-Entropy-Eviction
—
Python
riscv-param-agent
Coding Challenge - AI-assisted extraction of architectural parameters from RISC-V specifications
Python
private-enterprise-rag
A secure, high-fidelity RAG architecture focused on solving long-context memory drift through Context Engineering and Symbolic Memory Maintenance. Utilizing a Branching Memory Architecture (BMA) to categorize data into Task, Episodic, and Semantic branches, this system ensures deterministic factual grounding for enterprise-grade knowledge bases.
Neural-Network-from-Scratch
Implemented a fully connected neural network from scratch using NumPy (no DL frameworks)
Jupyter Notebook
Likely stack
PyTorch
