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Work

From ambitious ideas to engineered reality.

Every project is labelled by origin. They are founder-led research, research prototypes, independent engineering by co-founder Sathwik Narkedimilli, or embodied-AI work led by co-founder Sithija Vihanga Ranaraja. They show the expertise BodhixAI is built on and are not presented as commercial client engagements. Visuals are illustrative concepts.

sage-ids · network overview

Risk set

Elevated

Illustrative concept
AI Cybersecurity / Research· Founder-led research

SAGE-IDS — Intelligent Network Threat Detection

A graph-centric intrusion detection framework combining structural surprise, network flow intelligence, and conformal risk estimation to support more reliable security decisions across interconnected environments.

Graph LearningPythonMachine LearningCybersecurity
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orbit · evaluation run
1Read telemetry
2Form hypothesis
3Query runbook
4Propose action
5Verify outcome

Step accuracy

Grounding

Completion

Illustrative concept
Agentic AI / Enterprise Automation Research· Founder-led research

ORBIT — Operational Intelligence Benchmarking

A benchmark for evaluating multistep operational reasoning in IT operations automation, supported by retrieval-grounded data generation and annotation workflows.

LLMsRAGAgentic AIEvaluation Pipelines
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crowdfunding nexus · campaign

Funds raised (illustrative)

On-chain activity

Illustrative concept
Blockchain / SaaS· Independent engineering

Crowdfunding Nexus

A blockchain-enabled crowdfunding platform designed to improve transparency, traceability, and trust in startup fundraising.

BlockchainSmart ContractsWeb3
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nft marketspace · discover
#17
#34
#51
#68
#85
#102
Illustrative concept
Web3 / Digital Commerce· Independent engineering

NFT Marketspace

A decentralized marketplace supporting the creation, discovery, buying, and selling of unique digital assets.

MotokoBlockchainWeb3
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federated · training round
Illustrative concept
AI Security / Privacy Engineering· Research prototype

Federated Intelligence for Connected Systems

Research-informed privacy-preserving machine learning architectures for distributed connected environments, incorporating secure collaboration and decentralized trust mechanisms.

Federated LearningPrivacy EngineeringBlockchainAI
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dreamhome · listings

Filters

Illustrative concept
SaaS / Full-Stack Engineering· Independent engineering

DreamHome — Modern Property Experiences

A property rental application connecting property seekers and homeowners through a streamlined digital experience.

Express.jsMySQLFull-Stack Development
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vla policy · inference trace
head cam
wrist cam

Instruction

Pick up the apple and place it on the plate

Vision encoder
Language model
Action head

Action chunk · joint targets

t+0 … t+16
shoulderelbowwristhand
Illustrative concept
Embodied AI / VLA Models· Founder-led research

Vision-Language-Action Control for Humanoid Robots

Loco-manipulation on the Unitree G1 humanoid: a vision-language-action model as the brain and a whole-body controller as the body, developed simulation-first.

VLA ModelsNVIDIA GR00TWhole-Body ControlIsaac LabMuJoCo
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lidar perception · live tracks

Tracked

person#3
person#4
chair#5
unknown#6
Illustrative concept
Perception AI / Deep Learning· Founder-led research

LiDAR-Based Environment Perception

An end-to-end AI system that detects, classifies, and tracks people and objects from LiDAR data in real time, deployed on target hardware.

PyTorchU-Net SegmentationMulti-Object Tracking2D LiDARROS 2
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rl training · bimanual stack

Episode reward (illustrative)

Task success

Grasp stability

Collision-free

Illustrative concept
Reinforcement Learning / Embodied AI· Founder-led research

Reinforcement Learning for Dual-Arm Manipulation

A two-arm simulation platform for training reinforcement learning policies on contact-rich, two-handed tasks, with stacking and sorting as benchmarks.

Reinforcement LearningPyTorchGenesisMoveItRGB-D
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language policy · instruction
›Sort the blue cubes into the left tray
1

Ground objects

2

Plan grasp

3

Place & verify

Illustrative concept
Embodied AI / Multimodal Models· Founder-led research

Language-Conditioned Robot Manipulation

A vision-language-action pipeline in which two Franka arms follow typed instructions to pick, place, and sort objects.

SmolVLALeRobotGenesisPyTorch
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