Mechanical Engineering · CAD · Robotics

Building systems where mechanics, robotics, and proof meet.

I am Nithin Vedagarbha, a Robotics Engineering student at UC Santa Cruz. I design mechanisms end to end, from CAD and rapid fabrication through test, failure analysis, and iteration. My focus is tightly packaged hardware that survives contact, remains serviceable, and performs repeatably under competition pressure.

  • MECHANISM DESIGN
  • SYSTEM ARCHITECTURE
  • RAPID FABRICATION
  • TEST AND ITERATION
  • TECHNICAL LEADERSHIP

Competition machines built under real constraints.

Robot studies that connect intent to architecture, architecture to manufacturable parts, and hardware to measurable field performance.

Project 01
Flagship build

Competition robotics / MKII FTC 26216 / DECODE

Competition proven

Cupid

Purpose. Build a compact scoring platform that could acquire, index, transfer, aim, and shoot artifacts at match speed without giving up impact resistance or service access.

Complete MKII Cupid FTC robot, including its drivetrain, intake, spindexer, turret, and shooter

Architecture and specifications

  • 16 inch by 14.5 inch drivetrain with one-inch wedges and an integrated torsion box.
  • Tightly packaged, hexagon-pocketed structure designed around competition impacts.
  • Elastically sprung intake that maintains contact while accommodating artifact position.
  • Passive spindexer that indexes artifacts for any motif pattern and can continue intaking without rotating.
  • Three-bearing spindexer and transfer assembly for redundancy at a critical handoff.
  • Gear-train turret and transfer system with a one-sided flap and adjustable shooter hood.
  • Shoot-on-the-move capability supported by OpenCV artifact detection.

Design process and iteration

Cupid was my first complete robot design to move beyond a strict KISS strategy. I developed the full CAD architecture in 48 hours, using dense packaging to connect the intake, passive indexing, transfer, turret, and shooter into one coordinated path. The process forced explicit tradeoffs: the drivetrain and critical transfer support were made robust and redundant, while the artifact path was optimized for speed and continuous flow.

Engineering takeaway

The central lesson was learning which subsystems should be made reliable and which should be made efficient. That distinction shaped the torsion-box structure, redundant bearing support, passive indexing behavior, and high-speed transfer path.

Role
Team Captain, leading 10 engineers
Timeline
2025 to 2026 FTC DECODE season
Scope
System architecture, CAD, mechanical design, fabrication, integration
Team
MKII, FTC 26216
Result
Moved MKII from number 4 to number 1 in Northern California
<0.25 sshooting time, reduced from over 3 seconds
48 hto complete the full robot CAD
#1team position in Northern California after starting at number 4
Fusion 360System architectureMechanism designCNCDFMgoBILDAOpenCV integrationTechnical leadership
Project 02
Program leadership

Competition robotics / Innov8rz FTC 11039

World-level results

Cobra

Purpose. Develop and maintain competition hardware inside an FTC program measured against more than 20,000 teams worldwide.

Complete Innov8rz Cobra FTC competition robot and its mechanical assemblies

Program scope

  • Led an eight-engineer mechanical division across CAD, fabrication, design review, and competition iteration.
  • Worked through three years of mechanism development in an established, internationally competitive FTC program.
  • Connected mechanical execution with the reliability and repeatability required across elite tournament fields.
  • Represented Northern California at the FIRST World Championship in Houston as a first-pick alliance team.

Design process and iteration

The Innov8rz program operated as a sustained engineering cycle rather than a single isolated build. My role centered on coordinating mechanical work across eight engineers, reviewing CAD and manufacturability, moving parts into fabrication, and continuing development against competition feedback.

Measured performance

The team ranked Top 10 of 20,000+ worldwide in the 2023 to 2024 season, reached number 1 in California, and was listed 14th all-time in the FTC Hall of Fame. At the June 2024 Maryland Tech Invitational, a field of the top 40 teams globally, Innov8rz finished second. The program also recorded two top-10 world scores in offseason play.

Role
Head of Mechanical Division, leading 8 engineers
Timeline
Three-year Innov8rz tenure
Scope
Mechanical leadership, CAD, fabrication, design review
Team
Innov8rz, FTC 11039
Result
World Championship representative and Maryland Tech Invitational runner-up
Top 10 of 20,000+worldwide rank in 2023 to 2024
#1 CACalifornia team ranking
2ndMaryland Tech Invitational, June 2024
Mechanical leadershipFusion 360CNCRapid prototypingDesign reviewCompetition iteration
Project 03
Platform study

Robot architecture / MKII FTC 26216

Design archive

Purple Emperor

Purpose. Document MKII's second robot at both system and chassis scale, showing how complete-robot packaging resolves into a manufacturable drivetrain structure.

Complete MKII Purple Emperor FTC robot
Complete robot architecture
CAD render of MKII's drivetrain, including its structural rails, wheels, shafts, and motor placement
Drivetrain CAD, packaging and structure

Architecture and specifications

  • Second robot developed by MKII FTC 26216.
  • Complete-assembly view paired with the isolated drivetrain CAD to expose packaging decisions.
  • Drivetrain study shows the relationship between mecanum wheels, structural rails, plates, shafts, and motor placement.
  • Hardware workflow draws on goBILDA motors, wheels, gears, shafts, and pulleys.
  • Fabrication capability includes CNC machining, laser cutting, and FDM printing.

Design process and iteration

The robot and isolated drivetrain are presented together so the packaging logic can be read at two levels. The complete assembly communicates subsystem density, while the drivetrain render makes the underlying structure and component access visible. This is the same part-to-system reasoning used throughout MKII development.

Result

Purple Emperor established MKII's second complete competition platform and added another full robot architecture to the team's mechanical development history.

Role
Mechanical design, CAD packaging, fabrication, team leadership
Timeline
Second MKII robot
Scope
Complete robot and drivetrain architecture
Team
MKII, FTC 26216
Result
Competition platform and reusable architecture study
Chassis designCAD packaginggoBILDAMecanum drivetrainCNCLaser cuttingFDM printing

Experiments beyond the competition robot.

Long-horizon instrumentation, applied data science, and a speed-focused robotics benchmark.

Concept 01
Four-year study

Instrumented football helmet

Field tested

Purpose. Measure football impacts with a compact embedded platform that could move from a workshop prototype into real youth and high-school testing environments.

Role and timeline

Four-year project developed with two friends. Hardware centered on an Arduino Nano ESP32.

Specifications

  • Embedded impact measurement
  • Nano ESP32 control platform
  • Helmet-scale packaging
  • Program-level field testing

Process

Development connected sensor instrumentation and physical packaging with repeated use outside the lab.

Result

Tested with youth and high-school football programs, providing a real-world setting for the measurement system.

Arduino Nano ESP32SensorsEmbedded packagingField testing
Concept 02
Decision tool

FTC scouting analytics

Built

Purpose. Convert match observations into point-value rankings that support faster, more structured alliance decisions.

Role and timeline

Independent scouting application developed after completing a Johns Hopkins data science course.

Specifications

  • Observation-based input
  • Point-value ranking output
  • FTC match context
  • Alliance decision support

Process

Applied data-science methods to translate qualitative match observations into a comparable ranking signal.

Result

A working competition workflow that turns scouting data into directly usable strategic information.

Data scienceRanking logicScouting systemsDecision support
Concept 03
Speed benchmark

4x4 cube-solving robot

In progress

Purpose. Engineer a robot capable of challenging the world record for the fastest robotic solution of a 4x4 Rubik's Cube.

Role and timeline

Independent robotics project currently in development.

Specifications

  • 4x4 cube format
  • World-record target
  • High-speed mechanical actuation
  • Mechanics and controls integration

Process

The project is framed as a full-system speed problem, requiring mechanism design, actuation, sensing, controls, and cycle-time optimization to converge on one benchmark.

Result

Development is ongoing. The success criterion is explicit: world-record-class solve speed rather than a general demonstration.

Mechanism designControlsCycle-time optimizationSystem integration

Tools chosen around the part and the test.

A shop-centered workflow that keeps design, manufacturing, embedded hardware, and competition systems close together.

Mechanical + design

  • Fusion 360 CAD
  • Mechanism architecture
  • Structures and packaging
  • Design for manufacture
  • Drawings and tolerances
  • Design review

Fabrication + shop

  • CNC machining, including restoring a previously nonfunctional machine
  • Bambu Lab P1S
  • Prusa MK4
  • Laser cutting
  • FDM rapid prototyping
  • Part-to-assembly iteration

Robotics + embedded

  • Arduino and Nano ESP32
  • Sensors and instrumentation
  • OpenCV artifact detection
  • goBILDA motors and hardware
  • Mecanum drivetrains
  • Gears, shafts, and pulleys
  • Scouting data workflows

Leadership measured by the team and the result.

Hands-on technical roles spanning competition design, student engineering, and robotics education.

3 years

Innov8rz

Head of Mechanical Division

Led eight engineers through mechanical design and competition development for FTC 11039.

  • Owned coordination across CAD, fabrication, design review, and iteration.
  • Contributed within a program ranked Top 10 of 20,000+ teams worldwide in 2023 to 2024.
  • Reached number 1 in California, second at the 2024 Maryland Tech Invitational, and a first-pick alliance position at the FIRST World Championship in Houston.
2025 to 2026

MKII

Team Captain

Captained ten engineers and led the development of Cupid for FTC 26216.

  • Built the number 1 rookie team in California in its debut season.
  • Finished fifth in Northern California and joined the Silicon Division finalist alliance at NorCal Regionals.
  • Won the 2026 qualifier tournament and earned a judged award at the regional championship.
Fall 2026

Formula Slug

Powertrain, mechanical

Joined UC Santa Cruz's Formula SAE electric team with a focus on mechanical powertrain work. Onboarding is in progress.

2022 to 2023

ICC Lego Robotics Camps

Head counselor

Led more than 15 counselors in hands-on robotics education.

  • Supported student learning through two summers of service.
  • Earned the Gold President's Volunteer Service Award in both 2022 and 2023.

Engineering practice backed by service and study.

Education

University of California, Santa Cruz

Robotics Engineering, Class of 2030, following a three-year graduation plan. Fall 2026 coursework includes CSE 20, MATH 19B, and CMPM 15.

Awards

FIRST and service recognition

Two-time FIRST Dean's List Semi-Finalist. Two-time Gold President's Volunteer Service Award recipient, earned in the summers of 2022 and 2023.

Outreach

Robotics mentorship across communities

Mentored FTC teams in Kenya, Jamaica, and India, worked with Title 1 schools, and served as head counselor over more than 15 counselors at ICC Lego robotics camps.

Let’s build the hard mechanism.

I am interested in hands-on robotics, aerospace, and high-rate hardware work where design responsibility continues through manufacturing, integration, and test.