Data Science
Statistics & Python
Advanced statistical analysis using Python, including hypothesis testing and statistical modeling.
AWS & Cloud
Amazon Web Services for ML deployment, including SageMaker and cloud infrastructure.
ML Libraries
Keras, PyTorch, Scikit-learn, TensorFlow for model development and deployment.
Time Series & Recommendations
Time series analysis and recommendation system development.
Deep Learning
Neural Networks
ANN architecture design and implementation.
SOTA Papers and Architectures
AlexNet, VGGNet, ResNet, InceptionNet implementations.
Model Optimization
Neural network optimization and fine-tuning techniques.
Machine Learning
Supervised Learning
Regression and Classification algorithms and implementations.
Unsupervised Learning
Clustering and dimensionality reduction techniques.
Ensemble Methods
Bagging and Boosting techniques for model improvement.
Computer Vision
Object Detection
RCNNs, Faster-RCNN, YOLO v5 implementation and deployment.
Image Processing
OpenCV and image processing techniques.
Vision Frameworks
Detectron2, TensorFlow Object Detection, image annotation.
Natural Language Processing
Transformers
BERT, Transformer architectures, and encoder-decoder models.
Sequential Models
LSTM, RNN implementations for sequence modeling.
Applied Linguistics
Linguistic analysis and NLP applications.
Software Development
Programming
Java, Data Structures and Algorithms, OOPs concepts.
Database Systems
DBMS, SQL, database design and optimization.
AI Development
Artificial Intelligence system design and implementation.
Data Analytics
Tableau
Data visualization and business intelligence using Tableau for insightful analytics.
Business Analytics
Strategic business analysis, KPI tracking, and performance metrics.
Data Visualization
Creating impactful visual representations of complex data for decision making.
Research Skills
Meticulous and use first principles thinking when approaching to any problem.
Ability to analyse, document and construct research papers to a great level.
Take complete ownership of work to develop research projects and work with teams when required.