Mamatha Kanujula

About Mamatha Kanujula

HelloI am M••••••••@gmail.comMaster\'s graduate in Data Science (SRM University AP) currently working as a DRDO-funded Junior Research Fellow at VIT Chennai, building quantum neural networks for radar signal classification. My work spans end-to-end quantum ML pipelines — from data encoding (angle & amplitude) and quantum circuit construction to benchmarking QNNs against classical models. I build modular Python automation scripts, reproducible experiment workflows, and evaluation pipelines for quantum systems. Beyond quantum research, I have hands-on experience in time-series forecasting (ARIMA), large-scale data processing (5M+ records), geospatial visualization, and business intelligence (Power BI). DRDO JRF — Quantum Neural Networks for Radar Classification Projects: Indian Election Forecasting | Tirumala Devotee Prediction Skills: Python | Qiskit | SQL | Power BI | ML | Experiment Automation Open to: Quantum Computing roles, Data Science positions, and Research opportunities.

Experience

1. Junior Research Fellow

   VIT Chennai

   Nov 2025 — Present · Chennai, IN

   DRDO Funded Project# Developed QNN models for radar signal classification using angle and amplitude encoding to map classical data into quantum states# Designed end-to-end experimental workflows: data preprocessing → quantum circuit construction → parameter tuning → performance evaluation# Built modular Python scripts to automate multiple quantum model configurations, improving reproducibility and experimentation efficiency# Benchmarked QNN architectures against classical ML approaches with structured test and evaluation pipelines# Documented system setup and experiment configurations for reusable, reproducible workflows

Education

• Shri Gnanambica Degree College, Madanapalli

  Bachelor's degree, MPCs

• AP MODEL SCHOOL,PUNGANUR

  Intermediate, MPC

• SRM University, AP

  Master's degree, Data science