About
Final-year B.Tech student in Artificial Intelligence with hands-on expertise in developing robust machine learning models and optimizing data pipelines using TensorFlow and PyTorch. Eager to leverage strong analytical, programming, and problem-solving skills to contribute to high-performance trading infrastructure and address complex data-driven challenges at Tower Research Capital.
Work
Remote, N/A, India
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Summary
Led the development of supervised learning models and managed data pipelines for image analysis tasks.
Highlights
Developed and deployed supervised learning models, including regression, classification, and Convolutional Neural Networks (CNNs), for diverse image analysis tasks.
Explored and implemented agent-based modeling and multi-model architecture concepts to enhance predictive capabilities.
Managed end-to-end data pipelines, performing feature extraction and real-time data processing using Pandas and NumPy, ensuring data readiness for model training.
Education
Skills
Programming Languages
Python, C++, C, SQL.
Machine Learning
TensorFlow, PyTorch, Keras, Scikit-learn, Regression, Classification, CNNs, Agent-based Modeling, Hyperparameter Tuning.
Data Analysis & Manipulation
Pandas, NumPy, Power BI, MS Excel, Data Pipelines, Feature Extraction.
Data Visualization
Matplotlib, Seaborn.
Development Tools & Platforms
Jupyter, Google Colab, OpenCV.
Natural Language Processing (NLP)
NLTK, Transformers, Sentiment Analysis, Keyword Extraction.
API Integration
Telegram API.