About
Proactive Data Analyst and Engineer with a robust background in Python and SQL for advanced data analysis, database management, and cloud services like Azure. Adept at developing and implementing algorithms for image analysis and enhancement, I leverage machine learning to deliver data-driven insights that optimize operational efficiency and solve complex challenges.
Work
Jaipur, Rajasthan, India
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Summary
As a Research Intern, Anom Chakma developed and refined advanced deep learning models for robust fake video detection and temporal sequence analysis.
Highlights
Engineered a deep learning model utilizing Res-Next Convolutional Neural Network architecture for advanced fake video detection, significantly improving the identification of manipulated video content.
Enhanced video inconsistency detection by implementing Long Short-Term Memory (LSTM) networks, leading to more robust analysis of temporal sequences across frames.
Achieved enhanced model accuracy and robustness in identifying manipulated content through extensive training on a diverse dataset, integrating OpenCV for efficient image processing tasks.
Udaipur, Rajasthan, India
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Summary
As a Machine Learning Intern at UCWL, Anom Chakma developed and deployed advanced image processing and data analysis solutions to enhance operational efficiency and resource management.
Highlights
Streamlined vehicle tracking by implementing OpenCV-based image processing algorithms for truck number identification, significantly improving system accuracy and efficiency.
Enhanced operational reliability by utilizing NumPy, Pandas, and Heat Sensor data to proactively monitor machinery conditions, identifying potential mechanical errors and preventing downtime.
Developed a full-stack Python application for cement clinker composition analysis, delivering critical insights into raw material optimization and boosting production efficiency.
Languages
English
Skills
Data Analysis & Engineering
SQL, Python, DBMS, RDBMS, Azure Data Services, Data Analysis, Big Data, Query Optimization, Pandas, NumPy, Jupyter, Matplotlib, Parquet, CSV, Data Visualization, Azure Data Factory, Databricks, Synapse Analytics, Power BI, Apache Spark, Medallion Architecture.
Machine Learning & Image Processing
Machine Learning, OpenCV, Res-Next Convolutional Neural Network, Long Short-Term Memory (LSTM), Deep Learning, Algorithms.
Development & Tools
C++, Backend Development, Git, Docker, Python.