Hi, I'm Omkar Nayak.
A Scientist
Self-driven, quick starter, passionate programmer with a curious mind who enjoys solving complex and challenging real-world problems.
About
I am a Mathematis and Computer Science Student at the University of Michigan - Ann Arbor. I enjoy problem-solving and coding. Always strive to bring 100% to the work I do. I have worked on technologies like Python, Flask, MySQL, PostgreSQL, HTML5, CSS, Java, C++ and I have 19 months of professional work experience which helped me strengthen my experience in Python and Mathematics. I am passionate about developing complex applications that solve real-world problems impacting millions of users.
- Languages: Python, MATLAB, C, C++, JavaScript, HTML/CSS, Bash
- Databases: MySQL, PostgreSQL, MongoDB
- Libraries: PyTorch, TensorFlow, SciPy, MLflow, OpenCV, Scikit-learn, Keras, PyTorch Geometric
- Frameworks: Flask, Django, Node.js, Apache
- Tools & Technologies: Git, Docker, AWS, GCP
Looking for an opportunity to work in a challenging position combining my skills in Software Engineering, which provides professional development, interesting experiences and personal growth.
Experience
- Authored a computational biology paper on developing Large Language Models to enhance phenotype recognition from EHR data
- Integrated RAG with the PubMed Central API in the backend to reduce hallucinations and conducted bias testing.
- Implemented software using the Agile development on the HIPPA regulated HPC cluster and installed/complied bespoke software using Bash while employing information security methods to protect sensitive medical data.
- Tools: Python, LangChain, PubMed Central API, PyTorch, Scikit-learn, Bash
- Deployed Predictive Modeling using Lightwood and Hugging Face models on Docker to develop 5+ proprietary ML Models.
- Analyzed information using the internal database and integrated ML models into the SAAS platform services of ”Suuchi GRID”, resulting in a 27% increase in orders.
- Tools: Python, MindsDB, Hugging Face, Lightwood, PyTorch, Apache Superset, Docker, PostgreSQL
Projects
In Progress
Education
University of Michigan - Ann Arbor
Ann Arbor, Michigan, USA
Degree: Bachelor of Science in Computer Science and Mathematics
GPA: 3.4/4.0
- Graduate Mathicne learning
- Advanced Data Science
- Data Structures and Algorithms
- Graduate Probability Theory
- Computer Vision
Relevant Courseworks:
Skills
Languages and Databases
Python
HTML5
CSS3
MySQL
PostgreSQL
Shell Scripting
Libraries
NumPy
Pandas
OpenCV
scikit-learn
matplotlib
Frameworks
Django
Flask
Bootstrap
Keras
TensorFlow
PyTorch
Other
Git
AWS
Heroku