SaicharanRamineni
Software Engineer specializing in
Agentic Systems, Distributed Architecture, and High-Performance Infrastructure..
Technical
Highlights
A selection of systems developed at the intersection of machine intelligence and high-performance engineering.
Sai
Voice-native macOS co-pilot that drives the operating system through pure vision — no DOM, no accessibility tree. A hybrid Nova Lite/Pro routing pipeline classifies intent in sub-second latency, while an Annotated Vision Pipeline with LANCZOS resampling maps logical agent coordinates directly to physical UI pixels.
Project Sentinel
Enterprise-grade real-time Voice Anti-Fraud Guardian. Leverages ultra-low latency Llama 3.3-70b inference on Cerebras and full-duplex WebSockets to intercept live audio streams, analyze conversational semantics, and deploy immediate active-defense voice warnings.
Crisis Averted
A 3D geospatial intelligence platform that maps humanitarian funding mismatches in real time. Features Pablo, a sovereign AI voice orchestrator that allows users to navigate a 3D globe and analyze data using natural language.
AeroForge
Autonomous Generative Engineering Platform driven by a Gemini 3 Pro multi-agent swarm. Orchestrates real-time physics simulations across distributed Vultr NVIDIA H100 clusters via Apache Kafka to design, test, and optimize production-ready mechanical systems with zero human intervention.
Vectorized 2048
Massively parallel Deep Reinforcement Learning environment built entirely in JAX. Engineered a custom Dueling Double DQN and a branchless, differentiable physics engine to simulate 4,096 simultaneous games natively on GPU/TPU hardware.
Complete Archive
Explore the full breadth of work spanning ML research, systems engineering, and interactive visualizations.
Infrastructure
& Logic
Expertise spanning the full stack of high-performance computing, from low-level systems to advanced neural architectures.