AI/ML engineering
Predictive modeling for oligonucleotide safety and hit-picking.
Scientist • AI/ML engineer • Translational leader
I connect wet-lab biology with computational modeling, automation, and cross-functional execution. My work turns biological complexity into model-ready data, clear decisions, and engineering-friendly scientific systems.
Current role
RNA Therapeutics
Graduate research
Medical writing
Founder/editor
Publishing
Automation
Early industry
Profile
I like the space where experiments become datasets, datasets become models, and models become decisions. I can speak with biologists about assay design, with engineers about data and model requirements, and with stakeholders about what the science means.
Skills
Predictive modeling for oligonucleotide safety and hit-picking.
Cell-based and molecular assays that become usable decision systems.
Turning bench workflows into scalable, reproducible systems.
Leading across scientists, engineers, writers, students, and communities.
Hands-on experimental biology across cells, RNA, proteins, imaging, and immune readouts.
Project atlas
I have grouped my research, AI/ML, automation, scientific communication, and leadership work into deeper project pages.
Assay development, automation, high-throughput screening, computational analysis, and AI/ML.
A 12-week AI/ML curriculum for molecular biology scientists moving from wet lab to data products.
Neurotoxicity/cardiotoxicity assays, imaging workflows, and analysis automation.
Experimental design, immunology, and translational interpretation.
Making experimental biotechnology understandable and teachable.
My public project on using AI to structure scientific questions, workflows, and analysis.
Clinical study reports and science communication for high-stakes contexts.
Instrument fluency and automation-aware research execution.
Science storytelling, editorial leadership, and community-building.
Connecting students with biotechnology and engineering industry leaders.
Building platforms for biotechnology ideas, teams, and execution.
Clinical lab exposure and genetics workflows.
Helping science move clearly through publication workflows.
Testimonials
Publications and scientific writing
My writing spans mechanistic biology, oligonucleotide safety, data analysis, AI in science, and public-facing science communication.
Publication record and citation profile.
Peer-reviewed publicationCytokine and Growth Factor Reviews, 2025.
Presented workPresented across oligonucleotide therapeutics and gene therapy forums.
PublicationInternational Journal of Research and Analytical Reviews.
Review paperInternational Journal of Advance Research, Ideas and Innovations in Technology.
Science commentaryThe Hindu, 2025.
AI and scienceThe Scientist, 2025.
AI and biomanufacturingThe Hindu, 2025.
Learning systemMy self-built AI/ML curriculum translates machine learning into molecular biology language.
Beyond the lab
Community, service, movement, and art shape how I lead, learn, and collaborate.
Contact
Let’s talk about biotech, AI/ML, and translational science.