Meka Maithili
Career Objective
B.Tech Computer Science student (2021–2025) with hands-on academic experience in machine learning, computer vision, and web-based deployment. Built a deep-learning based deepfake detection system and completed research on misinformation in social media. Proficient in Python, data science libraries and web development fundamentals. Seeking an entry-level Software Engineer or Machine Learning Engineer role where I can apply model development, data analysis and full-stack prototyping skills to deliver practical solutions.
Education
Technical Skills
Projects
- Designed and implemented a deep-learning based architecture incorporating long-distance attention mechanisms to identify temporal and spatial inconsistencies in manipulated videos.
- Preprocessed video data using OpenCV for frame extraction and performed feature engineering to capture long-range dependencies across frames.
- Built and trained models using TensorFlow and PyTorch frameworks; applied data augmentation and regularization to improve generalization on varied video inputs.
- Conducted a research project analyzing the impact of social media on public opinion and the spread of misleading information in democratic contexts.
- Collected and analyzed datasets of social posts and news items to identify misinformation trends and common propagation patterns.
- Applied data cleaning and exploratory analysis using Pandas and visualization libraries to surface insights about engagement and spread dynamics.
- Completed a Deloitte job simulation involving data analysis and forensic technology.
- Created a data dashboard using Tableau.
- Used Excel to classify data and draw business conclusions.
Certifications
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