🎓 Academic Portfolio

Hi, I'm Surnam Narendra — Researcher & Educator

Currently working as an assistant professor in the department of Mathematics at Woxsen University. My research specialises in statistics, focusing on stochastic modelling, Markov models, and their applications. I am passionate about advancing knowledge through research and education. My academic journey has honed my expertise in areas such as Hidden Markov Models and reinforcement learning, with applications to healthcare analytics, time-series modelling, and data-driven decision-making. My commitment to teaching excellence and my ability to simplify complex statistical concepts, equip me to inspire and guide students effectively. Additionally, my experience in data analysis makes me well-suited for industry-oriented roles as a Data Scientist, where I can apply statistical methodologies to solve real-world problems."

Statistics Data Analytics Biostatistics Machine Learning Health Analytics Python • R
Profile
Currently

Assistant Professor at Woxsen University · Department of Mathematics

Email: surnamnrendra@gmail.com · Kamkole: Hyderabad, India

Profile

Educational Qualifications

Ph.D. in Statistics — Pondicherry University

Dec 2021 – Feb 2025 · Thesis: Multi-Level Hidden Markov Models and its Applications in Diabetes Studies · Advisor: Prof. Tirupathi Rao Padi

M.Sc. in Statistics — Central University of Punjab

2019 – 2021 · CGPA:6.69/10

B.Sc. in Mathematics Statistics and Computer Science — SGS Arts College, SV University

2016 – 2019 · First Class with Distinction
Now

Present Status

Research Focus

Layered Hidden Markov Models; Computational Biology; Stochastic Processes; Biostatistics; uncertainty quantification.

Appointments

  • Researcher, Dept. of Mathematics, Woxsen University — Jul- 2025–Present
  • Teaching Assistant, Fundamentals of Machine Learning — jul-2025–Present
  • Teaching Assistant, Data Analytics using Excel and Power BI — jul-2025–Present
Research

Research Publications

1

Two-layered hidden Markov model for studying type 2 diabetes

Tirupathi Rao Padi and Surnam Narendra International Journal of System Assurance Engineering and Management . https://doi.org/10.1007/s13198-024-02491-9
2

MULTILEVEL HIDDEN MARKOV MODELS FOR STUDYING TYPE-1 DIABETES

Surnam Narendra and Tirupathi Rao Padi JP Journal of Biostatistics. PDF
Academics

Courses

Machine Learning

Linear Algebra, Optimisation in ML, Introduction to ML,DL models.

Lecture Notes

Data Analytics Using Excel and Power BI

Basic statistics, Excel functions, data analytics toolpack

Lecture Notes

Enginerring Mathematics

Matrix theorey, Calculas, ODE

Lecture Notes

Teaching

Teaching Experience

Work

Projects

Layered HMM for Diabetes

Built a 5‑layer HMM to model CGM emissions given lifestyle and clinical covariates.

Code Repo Preprint

Physical Activity Classifier

Classified activity levels using survey data; designed emission mapping for glucose balance.

Poster

Optimization Demos

Interactive notebooks demonstrating LP, QP, and KKT with ML case studies.

Notebooks

Teaching Materials

Lecture websites and slides for ML foundations and logistics regression modules.

Slides
Beyond Campus

Other Activities

Community

Mentor at local data science club; organizer of monthly reading group.

Cycling & Wellness

Weekend solo rides to nearby hills; sharing fitness journeys and safety tips.

Get in touch

Contact

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