machi

React Frontend Engineer

https://talent.gravityer.com/machi

IndiaMember since June 12, 2026

Key Strengths

Demonstrated interest in robotics and computational physics projects, indicating strong analytical and problem-solving skills.
Experience with Python, JavaScript, HTML, and CSS, which are foundational for frontend development.
Personal projects like 'Website' show direct engagement with web technologies.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio is diverse, spanning computational physics, robotics, and web development. This breadth suggests adaptability and a willingness to explore different technical domains. While the target role is 'React Frontend Engineer', many projects are Python-centric, indicating a strong backend/scripting inclination. The 'Website' project is directly relevant, but more dedicated frontend projects would strengthen the cultural fit for a specialized frontend role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

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Projects

llm-dyad

April 16, 2026 – Present

llm-dyad — GitHub repository

View Project

rcube-compiler

April 10, 2026 – Present

rcube-compiler — GitHub repository

View Project

VLA-for-Robotic-Arm-Manipulation

February 28, 2026 – Present

VLA-for-Robotic-Arm-Manipulation — GitHub repository

View Project

dotfiles

February 6, 2026 – Present

dotfiles — GitHub repository

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manim-spacetime

November 14, 2025 – Present

Manim plugin for simulating relativistic effects in various scenes

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Gravity-Wave-Identification

October 9, 2025 – November 13, 2025

Anirudh, Machi and Samyak's Computational Physics Project (EP4210, Fall 2025)

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Latent-Space-Inference-of-Dynamic-Multi-Agent-Systems

August 9, 2025 – Present

Inferring the interaction dynamics of multi-agent systems from noisy, partial trajectory observations and characterize when such dynamics are identifiable, ambiguous among multiple options, or fundamentally unrecoverable.

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Omni

August 9, 2025 – August 9, 2025

An omni-wheeled robot powered by ROS and SLAM technology for autonomous navigation. Equipped with 360° mobility, LiDAR, and onboard computing, it maps unknown environments in real time and plans optimal paths—ideal for research, inspection, and advanced robotics applications.

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Rubiks-Cube

August 9, 2025 – Present

A 6-DOF robotic arm solves the Rubik’s Cube autonomously using computer vision, color recognition, and the Kociemba algorithm. The system scans the cube, computes the optimal sequence, and executes precise, high-speed moves via inverse kinematics—showcasing advanced robotics and intelligent motion control.

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Website

July 16, 2025 – Present

Website — GitHub repository

View Project

Key Strengths

Demonstrated interest in robotics and computational physics projects, indicating strong analytical and problem-solving skills.
Experience with Python, JavaScript, HTML, and CSS, which are foundational for frontend development.
Personal projects like 'Website' show direct engagement with web technologies.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

machi

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit