Why outstaff? Because every quarter lost to slow hiring equals millions in delayed IP. Smartbrain delivers pre-vetted Python specialists who already speak cheminformatics, bio-ML and lab-automation. No payroll, visas or compliance headaches—just issue a task and start coding the same week. Outstaffing lets you flex headcount up or down with project milestones, cut recruitment costs by ≈50 % and keep full IP ownership. You gain speed, focus and budget-clarity while we handle contracts, equipment and retention.
[object Object]
[object Object]
[object Object]
[object Object]
[object Object]
[object Object]
[object Object]
[object Object]
[object Object]
[object Object]
[object Object]
[object Object]
What Technical Leaders Say
“In 72 hours Smartbrain handed us a Python developer who already knew RDKit and Pandas. He automated our assay data ingestion pipeline and freed two FTEs for model work.”
Lauren Mitchell
CTO
VertexPath BioLabs
“Our legacy ETL scripts were throttling screening throughput. The augmented engineer refactored in Python multiprocessing—35 % faster overnight. Onboarding felt like plug-and-play.”
Anthony Perez
Head of Data Engineering
Catalystix Pharmaceuticals
“Smartbrain’s dev integrated TensorFlow, scikit-learn and DeepChem, lifting hit-prediction AUC to 0.91. Zero time lost explaining domain jargon.”
Megan O'Neill
AI Product Manager
RevoChem AI
“GxP logging had stalled our FDA submission. Their Python consultant shipped validated audit-trail modules, shaving 3 weeks off QA.”
Jacob Turner
Regulatory Affairs Lead
MedCore Therapeutics
“Moving docking workloads to AWS Batch sounded daunting. Smartbrain’s duo containerized everything and cut compute cost by 42 %.”
Emily Rhodes
DevOps Manager
NanoQuest Pharma
“Their full-stack Pythonista rewrote our Dash dashboards; scientists finally love using the tool, and ticket volume dropped 60 %.”
Kevin Brooks
Product Owner
Synapse Analytics
Industries We Empower
Pharma R&D
Drug Discovery Software Development Python teams build virtual screening engines, automate SAR data aggregation, and craft AI-driven molecule ranking algorithms. Outstaffed experts ensure secure handling of proprietary compound libraries while accelerating candidate selection cycles.
Biotech Start-ups
Early-stage biotech relies on augmented Python developers to prototype lab-automation scripts, integrate electronic lab notebooks, and create cloud pipelines for genomic data. Fast onboarding keeps funding milestones intact and IP fully protected.
CRO Services
Contract research organizations demand flexible headcount. Python augmentation brings instant skills for QC dashboards, robotics control software, and bio-informatics analytics—without locking budgets into permanent hires.
Medical Devices
From firmware data capture to HIPAA-compliant analytics, outstaffed Python engineers enable connected devices that feed drug efficacy studies, unifying hardware streams with Drug Discovery Software Development data lakes.
Healthcare AI
Augmented developers train and deploy predictive models for adverse-event detection, PK/PD simulations, and personalized dosing engines, leveraging TensorFlow, PyTorch, and BioPython toolkits.
Chemical Manufacturing
Python specialists optimize process-simulation code, monitor real-time plant data, and align manufacturing parameters with discovery insights—closing the loop between lab and plant.
Academic Consortia
University labs tap external Python talent to publish reproducible pipelines, containerize complex workflows, and manage high-performance clusters for structure-function studies.
Agro-Sciences
Crop-protection R&D uses outstaffed developers for molecular docking of new herbicides, spectral image analysis, and soil-microbiome sequencing—all under tight seasonal timelines.
Veterinary Pharma
Specialized Python coders model cross-species pharmacokinetics, automate adverse-reaction reporting, and integrate LIMS with Drug Discovery Software Development analytics to speed animal health breakthroughs.
Drug Discovery Software Development Case Studies
Multiplex HTS Pipeline Overhaul
Client type: Top-10 pharmaceutical R&D division.
Challenge: legacy pipeline throttled compound throughput, blocking Drug Discovery Software Development milestones.
Solution: Three augmented Python engineers refactored ETL in Apache Airflow and optimized RDKit descriptors with Cython. A DevOps consultant containerized workloads on AWS Batch for elastic scaling.
Result: 53 % reduction in end-to-end screening time, saving $1.4 M in compute and labor within six months.
AI-Driven Lead Optimization
Client type: VC-backed biotech start-up.
Challenge: Sparse assay data impeded Drug Discovery Software Development model accuracy.
Solution: Our augmented team engineered data-augmentation scripts, integrated DeepChem, and deployed AutoML tuning on Google Cloud. Collaboration tools ensured transparent sprint reviews.
Result: Hit-prediction precision climbed by 28 %, enabling Series B fundraising three months early.
Reg-Compliant Analytics Dashboard
Client type: Mid-sized CRO.
Challenge: Manual PDF reports slowed Drug Discovery Software Development regulatory submissions.
Solution: Two Python full-stack developers built a GxP-validated Dash dashboard auto-generating FDA-ready reports, integrated with PostgreSQL and S3 archival.
Result: Document preparation time dropped by 72 %, freeing scientists for core experimentation.
Schedule Your 15-Min Call
120+ Python engineers placed, 4.9/5 avg rating. Book a quick call to discuss your Drug Discovery Software Development roadmap and see profiles the same day.
Services at a Glance
Cheminformatics Coding
Outstaffed Python experts extend your RDKit, Open-Eye or DeepChem toolchains, accelerating molecular representation, descriptor generation and similarity search—while you avoid year-long recruitment cycles.
Data Engineering
We build petabyte-scale pipelines on Airflow, Spark and AWS Glue, unifying assay, genomic and clinical data for faster Drug Discovery Software Development analytics.
ML & AI Modeling
From graph neural networks to QSAR AutoML, augmented developers deliver production-ready models that shorten lead-optimization loops and cut wet-lab spend.
Lab Automation
Python specialists script robotics APIs, integrate ELNs and create IoT dashboards, raising throughput without adding headcount.
RegTech Compliance
We code audit-ready logs, validation scripts and eCTD generators, ensuring your Drug Discovery Software Development data meets FDA and EMA standards.
Full-Stack Dashboards
Augmented teams craft interactive Dash or React-Python portals for scientists, turning raw screening data into actionable insight—on any device.
Want to hire a specialist or a team?
Please fill out the form below: