Hruthik Gali Dileep
Machine Learning Engineer at Sanofi
- Role
- Machine Learning Engineer at Sanofi
- Location
- Boston, MA, US
- LinkedIn followers
- 500 followers
About Hruthik Gali Dileep
I\'m Hruthik. I build AI systems, explore emerging technologies, and share what I learn…
Experience
Machine Learning Engineer
Apr 2024 — Present · Boston, MA, US
Developed codon optimization models using CodonBERT and ProGen2, boosting protein expression by 22% and accelerating biologic candidate selection-Built a multi-omics ML pipeline with MIT CSAIL to integrate genomic, proteomic, and metabolomic data, identifying 4 novel biomarkers for autoimmune progression-Created a LightGBM-based SAE risk prediction model trained on clinical and EHR data, achieving 87% precision for proactive safety monitoring in trials-Developed an internal AI app using Streamlit and FastAPI, allowing 120+ scientists to run protein structure predictions and access ML results more easily-Co-developed a GPT-4 GenAI assistant using LangChain and Bedrock to summarize regulatory content, reducing review time by 42%-Automated MLOps pipelines with MLflow, Airflow, and Docker, cutting experimentation cycles by 60% and supporting pharmacokinetic modeling.
Education
New England College
Master's degree, Data Science and Analytics
Panimalar Engineering College
Bachelor's degree, Mechanical Engineering
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