Anusri Udhayakumar
@anusriudhayakumar
Leveraging AI to predict clinical trial outcomes and generate equity research reports.
What I'm looking for
I am a highly motivated and detail-oriented professional with over a year of experience in leveraging AI to predict clinical trial outcomes and generate equity research reports for biotech companies. My academic background includes a Master of Technology in Biomedical Engineering from the Indian Institute of Technology Bombay and a Bachelor of Engineering in Biomedical Engineering from Karpagam University, where I achieved a CGPA of 9.20.
In my professional journey, I have developed an AI-based clinical trial prediction engine with an accuracy of 82%, which served as a key component in constructing SMID Biotech stock portfolios. This achievement led to a remarkable portfolio growth of 20%. Additionally, I have hands-on experience in research and development, including the synthesis and analysis of nanoparticles and genomic studies.
I have also worked on various projects such as Big Mart Sale Prediction using Machine Learning, Twitter Sentiment Analysis using NLP, and Classification of Alzheimer’s Disease using Deep Learning. My technical skills include Python, SQL, Heroku, Docker, AWS, PyTorch, TensorFlow, Scikit-learn, Matplotlib, OpenCV, NLP, GenAI, and Keras.
Experience
Work history, roles, and key accomplishments
Business Analyst
PerpetualBlock Technologies
Jul 2023 - Jun 2024 (11 months)
Developed an AI-based clinical trial prediction engine using data from 80,000 past trials, achieving 82% accuracy. Spearheaded stock-picking processes using a Random Forest-based model, leading to a 20% growth in investment portfolios.
Research and Development Intern
DRDO - Centre for Life Sciences
Nov 2021 - Mar 2022 (4 months)
Gained hands-on experience in nanoparticle synthesis and analysis using UV-visible spectroscopy and DLS. Learned genomics concepts and techniques for identifying disease-causing genes through molecular cloning and PCR.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology Bombay
Master of Technology, Biomedical Engineering
2021 - 2023
Grade: 9.21
Pursued a Master of Technology in Biomedical Engineering, focusing on advanced engineering principles and applications in the biomedical field.
Karpagam University
Bachelor of Engineering, Biomedical Engineering
2017 - 2021
Grade: 9.20
Activities and societies: Secured All India Rank - 132 in Graduate Aptitude Test in Engineering 2021.
Completed a Bachelor of Engineering in Biomedical Engineering, gaining foundational knowledge in engineering concepts and practices related to healthcare.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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