About Me

Machine Learning Engineer with a focus on deep learning architecture design and rigorous model development for computer vision and time-series tasks. Skilled in Transformer architectures, convolutional networks (including transfer-learning setups), ensemble methods for robust predictions, and statistical/time-series forecasting techniques. Experienced in training, hyperparameter tuning, model selection, interpretability, and performance optimization. Strong emphasis on reproducible experiments, evaluation metrics, and scalable model pipelines.

Technical Arsenal

Python
PyTorch
TensorFlow
Keras
OpenCV
Scikit-learn
Hugging Face
YOLO
Docker
Git
LaTeX

Recent Updates

  • Jan 2026Launched new portfolio design based on academic minimalist aesthetics.
  • Aug 2025Completed research internship at IIT Mandi focusing on satellite imagery analysis.
  • May 2025Started research regarding small object detection using Attention Mechanisms.

Selected Publications

No publications yet.

Professional Experience

May '25 - Aug '25

Machine Learning Research Intern

Indian Institute of Technology Mandi
  • Researched deep learning–based computer vision methods for small-object detection in high-resolution remote sensing imagery.
  • Designed and optimized attention-based architectures and implemented GPU-accelerated models using PyTorch.
May '24 - Jun '24

ML Project Intern

  • Supported migration of GNA operations to Genesys platform, ensuring system reliability.
  • Automated monitoring workflows impacting 1,200+ agents during rollout.

Blog

Selected Projects

Smart Power Demand & Generation Prediction

Forecasting optimal power generation from environmental and demand data using Transformers.

TransformersLSTMDocker
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VARDAx Connect — ML-Powered WAF

Real-time threat detection and automated security response system for web applications.

CybersecurityAnomaly Detection
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Brain Tumor Classification

Medical image analysis using Transfer Learning (VGG16/ResNet) with 92% accuracy.

Medical AIComputer Vision
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