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Products

Built for clarity, comfort, and real-world use.

SAMRAM LLC builds practical systems—software and hardware—designed to reduce friction in daily workflows. Below are current projects and inventions.

Products & Projects

Two focus areas: probability-first market context, and adaptive ergonomics.

Market Context & Risk

TradeIdea

Probability-based context—expected ranges, regime clarity, and level risk—so you can recognize when edge is low and patience is the trade.

Educational analysis only. Not investment advice. No trade execution.

Adaptive Ergonomics

Adaptive Monitor Alignment (Patent Pending)

An apparatus that aligns a display in real time using head orientation, tilt, and proximity—helping reduce neck strain and eye fatigue during long sessions.

Patent pending. Focus: automated alignment, comfort, and accessibility.

Most Important Components

A concise breakdown of the core building blocks behind the adaptive alignment ergonomics system.

1) Vision sensing & posture signals

  • Vision sensor (RGB / depth / IR optional) captures head orientation, tilt, and proximity.
  • Spatial regions / landmarks (eyes, nose, shoulders, etc.) extracted with confidence scoring.
  • Postural metrics derived (angles, distances, symmetry) for ergonomic interpretation.

2) Adaptive alignment processing engine

  • Posture detection + interpretation pipeline (local or server-based).
  • Decision logic (rule-based or ML) maps posture deviation to alignment adjustments.
  • Closed-loop feedback: re-capture → re-evaluate → micro-adjust.

3) Mechanical alignment stack

  • First actuator (X axis) adjusts proximity; stabilized by flat base, housing/rail, fin structures, and rear enclosure.
  • Second actuator (Y axis) adjusts height via orthogonal mount with lateral support.
  • Optional third actuator adds tilt / orientation control (1+ DOF).

4) Control unit & actuation interfaces

  • Microcontroller + motor drivers regulate speed/torque/direction for each actuator.
  • Comms layer (USB/Bluetooth/UART/Wi-Fi) links software decisions to mechanical motion.
  • Safety + quality gating: image quality scoring, thresholds, and avoidance of unnecessary movement.

5) Mounting, modularity, and user interface

  • Gripper/third mount holds the display and maintains alignment with the vision sensor.
  • Pin-lock + through-openings enable stable assembly and repeatable calibration.
  • Sensor mounting assembly supports quick attach (including magnetic mount option).
  • App interface supports setup, calibration, pause/resume, and session summaries.
  • Configurable sensitivity, wait time, lighting conditions, and power modes.
  • Optional posture scoring + timeline summaries for long-session ergonomic feedback.

Note: This summary is a product-level overview and does not disclose implementation-specific confidential details beyond the patent application language.