Likitha Madhav M. R
Machine Learning Engineer | Data Scientist | Python, PyTorch, SQL | NLP | Scientific ML | IEEE Merwin Scholar
- Role
- Senior Associate at Innodata Inc.
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Likitha Madhav M. R
Machine Learning Engineer and Data Scientist with a background in astrophysics and large-scale scientific data analysis.During my MSc at KU Leuven (Belgium), I developed automated Python pipelines and statistical models to process complex telescope simulation data. My work focused on detecting weak signals in high-dimensional datasets, achieving up to 98% signal recovery accuracy through rigorous validation and error analysis.I enjoy building reliable machine learning systems that turn complex data into actionable insights. My experience spans model development, feature engineering, statistical modeling, and data pipeline design across scientific and real-world datasets.Highlights:• Developed ML models on 284k+ financial transactions for fraud detection using logistic regression and class-imbalance techniques• Built Python pipelines for large-scale simulation and signal analysis in astrophysical research• Designed Power BI dashboards analyzing 1.39M+ healthcare records to uncover operational trendsTechnical Skills:Python, SQL, Pandas, NumPy, scikit-learn, PyTorch, NLP, OpenCV, Power BI, Statistical Modeling, Feature Engineering, Data Pipelines, Model EvaluationI am currently exploring opportunities as a Machine Learning Engineer or Data Scientist where I can build scalable AI and data-driven systems. l••••••••@gmail.com datascienceportfol.io/likithamadhav10
Experience
Senior Associate
Jan 2026 — Present
Education
KU Leuven
Master of Science - MS, Astronomy and Astrophysics
Sri Chaitanya College of Education
PU, Computer Science
2016 — 2018
BMS Institute of Technology and Management
Bachelor of Engineering - BE (honours), Electronics and Communications Engineering
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