Manini Banerjee

   

I’m a Design Engineer building machines that sense, learn, and adapt, often by borrowing from biology.

Currently: Master of Design Engineering @ Harvard

COMPUTATIONAL ECOLOGY: 
BIOPOD Co.
ECOLOGY · INFRASTRUCTURE · SYSTEMS
Floating mycelium modules that restore wetlands and clean waterways, deployed in USA & India

Ecological AI 

PREDICTION · INTERFACE · DATA  
A decision-support tool that predicts where ecosystem restoration will have the most impact.

Algorithmic Morphogenesis

BIO-COMPUTATION · DATA MATERIALIZATION
Live EEG brain signals shape the growth of algae, using light to steer how it moves.



HARDWARE & INTERFACES: 
Threads
EDGE ML  ·  HARDWARE  ·  TEXTILES
Textiles that sense touch and run machine learning on-device.

S(kin)-orb
HAPTICS · BIOSENSING · AFFECTIVE COMP.  A device that turns muscle signals (EMG) into touch, so two people can feel each other’s emotions remotely.

Vermiform

COMPONENT · SOFT ROBOTICS · WEARABLE

Soft robotic components for wearables, modeled on biological forms.


Chito-bot
BIOCOMPOSITES · TRANSIENT ELECTRONICS 

A six-legged robot built from biodegradable composites, testing how bio-materials hold up structurally.

Siphonophorae textilis
SOFT ROBOTICS · BIOHYBRID · TEXTILES
A slow-swimming biohybrid robot whose knit fins host metal-capturing microbes, cleaning heavy metals from mining wastewater.



STRATEGIC SYSTEMS: 
PFV

MOBILITY  ·  ECOLOGY  ·  SYSTEMS

Autonomous vehicles redesigned as urban ecological infrastructure with Hyundai Motor Group R&D.

Aero

SENSING · MATERIALS · DATA  
Robotic materials that sense local air quality and capture pollutants.

Bio - intelligence
COMPUTATION · SYSTEMS ·  BIOLOGY 
Exploring living organisms as an alternative to digital control systems.



Archive 

© 2019-2026 Manini Banerjee

Chito-bot


chi·to·bot
Bio-Composite Hexapod 

Investigating material compliance and structural integrity in bio-composite hexapods.




HYPOTHESIS
Standard robotics relies on permanent, non-biodegradeable materials (like aluminum, ABS plastic) that outlast their functional lifecycle, contributing to e-waste. This project proposes a Transient Robotics Framework: hardware designed to structurally degrade in sync with its obsolescence. 

RESPONSE
The goal was to engineer a functional chassis entirely from Chitosan (seafood waste) that offers the structural rigidity required for locomotion but dissolves upon contact with specific environmental enzymes.

ROLE

Industrial Design + Mechanical Packaging

    TOOLS:

    I used a standardized 18-DOF servo platform to conduct comparative testing between PLA (plastic) and Chitosan (bio-composite). By keeping the electronics constant, I could isolate the material performance variables.

    FOCUS:

    Soft Roborics, Component Packaging, Bio-mimicry



    Engineering a Bio-composite Chasis

    The core challenge was tolerance management. Unlike precision-machined metal, organic bio-composites warp and fluctuate with humidity.

    I developed a composite recipe using Chitosan and Sodium Alginate, laser-cut into modular plates to form the hexapod’s body. Integrating 12 servo motors onto this organic shell required designing custom mounting points that distributed torque evenly, preventing the brittle chassis from cracking under the motor's load.



    Bio-composite sheet fabrication Dehydration Power Distribution + Signal Routing  Benchtop Kinematic Validation

    Lorem Ipsum...

    To engineer a biopolymer capable of sustaining mechanical loads without brittle fracture, I developed a custom composite recipe. 

    • Matrix:  Chitosan (Chitin derivative).
    • Plasticizer (Gum Arabic): Increases flexibility and prevents delamination by reducing the glass transition temperature of the composite.
    • Cross-linker (Hydrolysable Tannins): Sourced from Coconut Husk extract, tannins chemically bond the Chitosan chains, increasing water resistance and surface hardness similar to leather tanning.
    • Fabrication: Kneaded and rolled into a sheet. Dehydrated. Laser cut custom parts.

    Topological Optimization & Material Formulation
    Finite Element Analysis (FEA):

    Static stress

    Max stress (0.971 MPa) remains localized at the servo horn mount, confirming the bio-composite arm geometry is well within the elastic limit.
    Displacement 

    Max deflection (0.049 in) occurs at the distal tip. This calculated compliance provides essential mechanical damping for granular terrain navigation without compromising gait kinematics.
    Shape Optimization

    Minimize mass while maintaining structural integrity for a 2.5D fabrication process (laser cutting). 

    68% mass reduction from original chitosan design to shape optimization iteration (from ~0.025 oz to 0.008 oz)
    (left: original acrylic leg, middle: redesigned leg, right: space optimized form)
    Spatial Optimization time-lapse of the subtractive solver iteratively removing 68% of non-structural mass to reveal the optimal load-bearing geometry (Digital Wolff’s Law)Optimization identified an organic structure that maintains a Safety Factor > 2.0 under gait loads.

    Field Validation
    The robot was deployed in littoral (shoreline) environments to test material durability.

    • Locomotion Testing: Used a standard 18-DOF hexapod kinematic model to test the fatigue limit of the Chitosan plates. The organic chassis successfully sustained operation for 4+ hours on granular terrain without delamination.

    • Environmental Resilience: The chassis withstood abrasion from sand and salt spray during the operational window, validating Chitosan as a viable alternative to PLA for short-lifecycle robotic deployments

      Executive Review: Presented prototype to Hyundai Motor Group and Kia leadership to validate bio-composite viability for next-generation automotive interiors.
      Chitobot displayed: Sustainable Futures, Co-creating with Nature - 2022