Architecting Resilience
I believe technology, consciousness, and discipline are expressions of the same intelligence. Building secure infrastructure on bare metal.
[✔] ai_inference_loop
[✔] continuous_learning
Operating Architectures
The underlying frameworks governing the biological and temporal instances.
Bio-Current Engineering
The human spine is a magnet. By consciously reversing the flow of bio-electricity (prana) from the senses inward to the spine.
Time-Engine Constraints
Analysis of the initial system state (Natal Chart) and runtime variables (Transits). Saturn represents system latency and throttling.
The Laboratory
Experiments in silicon, automation, and resonance.
Bengali PDF → Audiobook Pipeline
An automated ETL pipeline that ingests scanned Bengali literature, performs OCR, and generates TTS audio for YouTube.
Automated Media & Music Bot
A fully autonomous bot that scrapes trends, remixes audio using AI models, generates visuals, and manages multi-channel YouTube uploads.
> provisioning hetzner_ax101...
Bare Metal AI Inference Stack
A self-hosted GPU cluster for LLM and Stable Diffusion inference. Built on Hetzner AX101 servers using Terraform for IaC.
The Log Repository
Synthesized data logs on infrastructure, bio-hacking, and existential debuggers.
Data Ingestion Protocols
Optimizing the neural weights through high-quality training data.
Linguistic Pattern Recognition
Analyzing the structural rigidity vs fluid prose in Bengali literature.
Volumetric Illumination
Preference for exponential height fog, localized point lights, and high-contrast bloom.
Frequency Modulation
Using specific auditory frequencies (Binaural/Solfeggio) to entrain brainwave states.
Trajectory Logs
Chronological data points of the entity's evolution through time and space.
Senior Cybersecurity Engineer
Specializing in SIEM architecture, log management, and infrastructure observability. Building automated threat detection pipelines.
DevOps Automation Lead
Managed bare-metal provisioning and CI/CD pipelines.
Systems Administrator
Foundational work in Linux systems, network security, and scripting. Learned the importance of reliability engineering.
Mental Algorithms
Heuristics, scripts, and operational rules I use to debug reality and optimize output.
Friction Minimization
Habit formation isn't about willpower; it's about reducing latency. I design environments where the 'good' choice is the default choice (O(1) complexity).
Inversion Principle
To solve a complex problem, don't ask 'how to succeed.' Ask 'how to fail' and avoid those conditions. Standard reliability engineering.
Cooling vs Heating
System thermal management. High-intensity tasks (Creation) generate heat/noise. Low-intensity tasks (Research) require cooling. Balance is key to preventing throttle.
Input/Output Asymmetry
Seeking non-linear returns. Writing code once runs a billion times. 1 hour of deep work > 10 hours of shallow work.