Alex Lin — Mining Winner · Active on Mainnet

Alex
Lin

Mining Winner & Validator Operator

Competing and winning across multiple Bittensor subnets as a top miner — optimizing outputs, maximizing emissions, and consistently outperforming in decentralized AI incentive markets.

5+Active Subnets
τTAO Network
2+Years on Bittensor
View Subnets Get In Touch

// about

Competing at the Top
of Bittensor Subnets

I compete as a top miner across multiple Bittensor subnets — consistently achieving winning emission positions by optimizing model outputs, fine-tuning inference pipelines, and pushing the quality ceiling that validators score against.

2025 — PRESENT
Top Miner — Multi-Subnet Winner
Consistently ranking in top emission tiers across SN57, SN59, SN68, SN71, SN79. Optimizing miner outputs against validator scoring, maximizing TAO emissions through high-quality, competitive inference.
2024
Bittensor Miner — First Registrations
Entered the Bittensor network, registered UIDs across key subnets, and started competing in the Legacy TAO model. Mastered the Yuma Consensus scoring system to optimize miner weight-setting.
2024 — dTAO LAUNCH
dTAO Transition — Alpha Token Strategy
Adapted mining strategy for Dynamic TAO — selected high-emission subnets based on alpha token flows, re-registered UIDs, and maintained top-ranking miner positions under the new AMM emission model.

// subnets

Active Subnet Involvement

I participate across multiple Bittensor subnets as validator, miner, and developer. Each subnet below reflects hands-on work — not just staking, but running infrastructure, contributing code, and understanding the incentive design.

SN 57 Validator
Subnet 57
Decentralized AI subnet — running validation infrastructure, setting weights via Yuma Consensus, and contributing to miner scoring logic.
Active Bittensor SDK Python
57
↗ taostats.io/subnets/57
SN 59 Validator
Subnet 59
AI inference and validation subnet. Managing validator hotkeys, monitoring emissions, and participating in decentralized consensus scoring.
Active Inference Rust / Python
59
↗ taostats.io/subnets/59
SN 68 Miner
Subnet 68
Running optimized miner nodes — contributing compute resources and fine-tuned model outputs to this subnet's incentive mechanism.
Active GPU Compute LLM Fine-tuning
68
↗ taostats.io/subnets/68
SN 71 Owner / Dev
Leadpoet · SN 71
Decentralized pay-per-sale advertising subnet on Bittensor — brands pay only for verified conversions. Active in Project Rubicon cross-chain liquidity bridge via Base L2.
Active Advertising xAlpha Bridge Base L2
71
↗ taostats.io/subnets/71
SN 79 Miner
Subnet 79
Mining on this emerging subnet — building out miner infrastructure, contributing to the incentive mechanism's cold-start period with competitive outputs.
Active Mining AI Inference
79
↗ taostats.io/subnets/79
+
More Subnets
Actively exploring and testing new subnets as the Bittensor ecosystem grows.
Browse All Subnets

// skills & stack

Technical Stack

Tools and technologies used across Bittensor development — from on-chain SDK work to GPU infrastructure and validator operations.

Bittensor Core
bittensor Python SDK
btcli / Subtensor
Metagraph Analysis
Yuma Consensus
dTAO / Alpha Tokens
Languages
Python
Rust
Bash / Shell
Solidity (EVM)
TypeScript
ML / AI
PyTorch
Transformers (HF)
vLLM / TGI
Model Fine-tuning
CUDA / GPU Ops
Infrastructure
Linux / Ubuntu
Docker / Compose
Bare Metal GPU Servers
Prometheus / Grafana
AWS / GCP / Vast.ai
Blockchain / Web3
Substrate / Polkadot
Wallet Management
SubTensorEVM
Base L2 / Aerodrome
Chainlink CCIP
Tooling
taostats.io
SubnetRadar
Git / GitHub
Ansible
PM2 / Systemd

// contact

Let's Build Together

Open to collaborating on subnet development, validator infrastructure, or Bittensor ecosystem tooling. Reach out through any of the channels below.

⌥
GitHub
github.com/yourgithub
@
Email
alex3621lin@gmail.com