Abilities & Growth
Expertise & Professional Growth
Mapping the constellation of technical proficiencies and theoretical research in the pursuit of advanced artificial intelligence and distributed systems.
System Status: Active Learning
AI / ML
Neural Architectures95%
NLP & Transformers88%
PyTorch / TensorFlow92%
Web Dev
React/Next.jsTypeScriptTailwind CSSNode.jsGraphQL
Proficiency Level: High
Research
LLM BenchmarkingData AnalysisStatistical Modeling
Scholarly Impact: Emerging
Tools & Infrastructure
Mastery over the environments that host and power modern intelligent applications.
Docker/K8s
DevOps
AWS/GCP
Cloud
PostgreSQL
Data
Git/CI-CD
Workflow
Learning Path
Active research directions and frontier topics shaping the next chapter of work.
Live trajectory
In Progress
Currently Exploring: Offensive Cybersecurity
Sharpening offensive security skills across web application pentesting, network exploitation, and threat modeling to harden the systems I build.
PentestingOWASPThreat Modeling
In Progress
Advanced LLM Architectures
Researching Mixture of Experts (MoE) and state-space models like Mamba to improve inference efficiency.
MoEMambaInference
Upcoming
Autonomous Robotics Systems
Planned deep dive into ROS2 and computer vision for real-time edge hardware integration.
ROS2Computer VisionEdge AI