Discipline :: Computer Science | Data Science | Physics
SaicharanRamineni
Software Engineer specializing in
Agentic Systems, Distributed Architecture, and High-Performance Infrastructure..
Current FocusInterconnected Agentic Swarm Systems
Featured Engineering / 2024–2026Technical
Technical
Highlights
A selection of systems developed at the intersection of machine intelligence and high-performance engineering.
Core StackNext.jsTypeScriptReactTailwind
Crisis Averted
Vultr CloudDatabricksActian Vector DBKafkaWebRTC
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.
AWARD3rd Overall Hack @ Hacklytics 2026
PERFORMANCESub-100ms Vector Searches
METRIC18,000+ Projects Embedded
Vectorized 2048
JAXFlaxOptaxDeep RLDueling DQNGPU/TPU Accelerated
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.
PERFORMANCE2M+ Steps/Sec Inference
PERFORMANCE4,000x CPU Speedup
METRICZero CPU Overhead
Project Sentinel
FastAPIWebSocketsCerebras (Llama 3.3)LiquidMetal RaindropDeepgram Nova-2ElevenLabs
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.
AWARD3rd Grand Prize @ AI Championship
PERFORMANCESub-200ms Voice Latency
METRICEvent-Driven Architecture
AeroForge
Gemini 3 ProLangGraphApache KafkaNVIDIA GenesisNVIDIA H100build123d
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.
METRIC>60Hz Real-Time Telemetry
PERFORMANCEDistributed GPU Task Sharding
METRICSelf-Healing Design Loop
uKnight
WebRTCSpring Boot 21RedisPostgreSQLWebSockets
Ultra-low latency WebRTC video matchmaking platform exclusive to verified university domains. Engineered a highly scalable real-time WebSocket architecture utilizing STOMP protocols, Redis-backed queueing, and a distributed Spring Boot cluster for sub-100ms peer-to-peer connections.
PERFORMANCESub-100ms P2P Matchmaking
METRICDistributed State Management
METRICGCP Cloud Run Architecture
Complete Archive
Explore the full breadth of work spanning ML research, systems engineering, and interactive visualizations.
Technical Scope / CompetenciesInfrastructure
Infrastructure
& Logic
Expertise spanning the full stack of high-performance computing, from low-level systems to advanced neural architectures.
Group_01
AI, ML & Accelerated Compute
CUDA
JAX / Flax
Reinforcement Learning
Agentic LLM Integration
Tensor Operations
Scikit-learn
ElevenLabs API
Computer Vision
Group_02
Data Engineering & Cloud Infrastructure
Apache Kafka
Spring Boot
Redis
Databricks
Actian Vector
AWS / GCP
Vultr
Docker
SQL / PostgreSQL
Group_03
Real-Time Web & Application Development
WebRTC
WebSockets
Next.js / React
TypeScript
Supabase / Firebase
Flask / FastAPI
Selenium / Beautiful Soup
Cross-Platform Deployment ReadyLast Updated :: 2026.02
Connectivity / Professional
Say Hello
Currently open for Summer 2026 Internships. Let's talk architecture.
Direct Communication