Daniel Yip, CSci, FRSB
@danielyip.bsky.social
Scientific Solutions Consultant at Synthace | Accelerating Drug Discovery with Smarter Experiment Design & Lab Automation | Venture Associate | AI × Bio
https://www.linkedin.com/in/daniel-yip/
https://www.linkedin.com/in/daniel-yip/
Dear algorithm, show this to people who are interested in:
> Drug discovery
> Assay development
> Media development
> Lab automation
> Design of Experiments
> Multi-factor experimentation
> Method development
> Discovery biology
> Drug discovery
> Assay development
> Media development
> Lab automation
> Design of Experiments
> Multi-factor experimentation
> Method development
> Discovery biology
November 8, 2025 at 10:25 PM
Dear algorithm, show this to people who are interested in:
> Drug discovery
> Assay development
> Media development
> Lab automation
> Design of Experiments
> Multi-factor experimentation
> Method development
> Discovery biology
> Drug discovery
> Assay development
> Media development
> Lab automation
> Design of Experiments
> Multi-factor experimentation
> Method development
> Discovery biology
Better. Faster. Cheaper.
Assay development teams can achieve this with DoE and lab automation.
More robust assays.
Less reagents used.
Faster iterations.
Automated.
Come find us at ELRIG on Booth 14 and I’ll show you how!
#ELRIG
Assay development teams can achieve this with DoE and lab automation.
More robust assays.
Less reagents used.
Faster iterations.
Automated.
Come find us at ELRIG on Booth 14 and I’ll show you how!
#ELRIG
October 15, 2025 at 9:30 AM
Better. Faster. Cheaper.
Assay development teams can achieve this with DoE and lab automation.
More robust assays.
Less reagents used.
Faster iterations.
Automated.
Come find us at ELRIG on Booth 14 and I’ll show you how!
#ELRIG
Assay development teams can achieve this with DoE and lab automation.
More robust assays.
Less reagents used.
Faster iterations.
Automated.
Come find us at ELRIG on Booth 14 and I’ll show you how!
#ELRIG
Anyone going to ELRIG Drug Discovery in Liverpool next week? #elrig #elrigdd #drugdiscovery #elrig2025
October 14, 2025 at 9:45 PM
Anyone going to ELRIG Drug Discovery in Liverpool next week? #elrig #elrigdd #drugdiscovery #elrig2025
The wet lab isn’t going anywhere, it’s evolving!
AI/ML is here to stay in life sciences, but biology still sets the rules.
AI-driven target prediction, protein design, and in-silico screening are exciting, but they all need one thing that can’t be simulated: real biological data.
AI/ML is here to stay in life sciences, but biology still sets the rules.
AI-driven target prediction, protein design, and in-silico screening are exciting, but they all need one thing that can’t be simulated: real biological data.
October 10, 2025 at 10:53 AM
The wet lab isn’t going anywhere, it’s evolving!
AI/ML is here to stay in life sciences, but biology still sets the rules.
AI-driven target prediction, protein design, and in-silico screening are exciting, but they all need one thing that can’t be simulated: real biological data.
AI/ML is here to stay in life sciences, but biology still sets the rules.
AI-driven target prediction, protein design, and in-silico screening are exciting, but they all need one thing that can’t be simulated: real biological data.
I used to design experiments in Excel
🧪 Messy
📊 Manual
🤯 Error-prone
Even automation meant coding plate maps line by line
Biology is complex—experiment design doesn’t have to be.
✅ Auto calc
✅ 1-click scripts
✅ Seamless data
Simplify with Synthace
#labautomation #biotech #pharma #lifesciences
🧪 Messy
📊 Manual
🤯 Error-prone
Even automation meant coding plate maps line by line
Biology is complex—experiment design doesn’t have to be.
✅ Auto calc
✅ 1-click scripts
✅ Seamless data
Simplify with Synthace
#labautomation #biotech #pharma #lifesciences
July 9, 2025 at 1:02 PM
I used to design experiments in Excel
🧪 Messy
📊 Manual
🤯 Error-prone
Even automation meant coding plate maps line by line
Biology is complex—experiment design doesn’t have to be.
✅ Auto calc
✅ 1-click scripts
✅ Seamless data
Simplify with Synthace
#labautomation #biotech #pharma #lifesciences
🧪 Messy
📊 Manual
🤯 Error-prone
Even automation meant coding plate maps line by line
Biology is complex—experiment design doesn’t have to be.
✅ Auto calc
✅ 1-click scripts
✅ Seamless data
Simplify with Synthace
#labautomation #biotech #pharma #lifesciences
💊 I think drugs that fail in the clinic also failed in discovery.
We never had a good assay to detect it.
Due to OFAT.
🐢 Slow. Blind. Wasteful.
The scientists did not optimise; they were gambling.
DoE fixes this.
Stop playing roulette with lives.
#drugdiscovery #DoE #biotech #pharma
We never had a good assay to detect it.
Due to OFAT.
🐢 Slow. Blind. Wasteful.
The scientists did not optimise; they were gambling.
DoE fixes this.
Stop playing roulette with lives.
#drugdiscovery #DoE #biotech #pharma
July 4, 2025 at 2:14 PM
💊 I think drugs that fail in the clinic also failed in discovery.
We never had a good assay to detect it.
Due to OFAT.
🐢 Slow. Blind. Wasteful.
The scientists did not optimise; they were gambling.
DoE fixes this.
Stop playing roulette with lives.
#drugdiscovery #DoE #biotech #pharma
We never had a good assay to detect it.
Due to OFAT.
🐢 Slow. Blind. Wasteful.
The scientists did not optimise; they were gambling.
DoE fixes this.
Stop playing roulette with lives.
#drugdiscovery #DoE #biotech #pharma
The Dragonfly Discovery from @sptlabtech.bsky.social an automated liquid dispenser that can be used to run powerful multifactorial experiments.
This is how you generate high-throughput insights.
The future of drug discovery is faster, smarter, smaller. 🧬🤖 #biotech #labautomation #drugdiscovery
This is how you generate high-throughput insights.
The future of drug discovery is faster, smarter, smaller. 🧬🤖 #biotech #labautomation #drugdiscovery
July 3, 2025 at 8:45 PM
The Dragonfly Discovery from @sptlabtech.bsky.social an automated liquid dispenser that can be used to run powerful multifactorial experiments.
This is how you generate high-throughput insights.
The future of drug discovery is faster, smarter, smaller. 🧬🤖 #biotech #labautomation #drugdiscovery
This is how you generate high-throughput insights.
The future of drug discovery is faster, smarter, smaller. 🧬🤖 #biotech #labautomation #drugdiscovery
June 28, 2025 at 11:31 AM
🧬 Most failed drugs weren’t bad ideas.
They were greenlit by weak, noisy, or misaligned assays.
We don’t have a molecule problem.
We have a signal fidelity problem.
And it's costing us billions.
1 / 2
#DrugDiscovery #AssayDevelopment #Biotech
They were greenlit by weak, noisy, or misaligned assays.
We don’t have a molecule problem.
We have a signal fidelity problem.
And it's costing us billions.
1 / 2
#DrugDiscovery #AssayDevelopment #Biotech
May 20, 2025 at 6:43 PM
🧬 Most failed drugs weren’t bad ideas.
They were greenlit by weak, noisy, or misaligned assays.
We don’t have a molecule problem.
We have a signal fidelity problem.
And it's costing us billions.
1 / 2
#DrugDiscovery #AssayDevelopment #Biotech
They were greenlit by weak, noisy, or misaligned assays.
We don’t have a molecule problem.
We have a signal fidelity problem.
And it's costing us billions.
1 / 2
#DrugDiscovery #AssayDevelopment #Biotech