Welcome to My Portfolio!
Hi there, I'm Srujan Rana, an AI/ML enthusiast and tech explorer driven by a passion for solving real-world problems using cutting-edge technology. With a strong academic foundation in AI/ML and Data Science from SUIIT
During my research internship at NIT Raipur, I developed a real-time voice stress analyzer using CNN-BiLSTM, achieving 92% accuracy and reducing inference time by 80%. This project was guided by Dr. Pradeep Singh, HOD of CSE at NIT Raipur.
I’m passionate about applying AI to real-world challenges and continuously grow through side projects, research, and tech competitions. One such highlight was becoming a Hackfest Hackathon finalist, where I showcased my ability to think creatively under pressure.
Welcome to my portfolio — a snapshot of my journey, accomplishments, and the road ahead. Feel free to check out my Résumé.
- Research
- Algorithms
- Generative AI
- Deep Learning
- Machine Learning
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Bachelor of Science (Data Science),2024 - 2028
IIT Madras (Indian Institute of Technology Madras),
Bachelor of Technology (Artificial Intelligence and Machine Learning),2022 - 2026
SUIIT (Sambalpur University Institute of Information Technology)
Experience
- Developed a voice stress analysis model using Mel Frequency Spectrogram features under Dr. Pradeep Singh, HOD, CSE at NIT Raipur.
- Integrated CNN with BiLSTM and a self-attention layer to enhance pattern recognition and model performance.
- Achieved 92% accuracy with 80% improvement in efficiency via extensive hyperparameter tuning.
- Deployed the model on Google Cloud with a Flask interface for real-time usage.
- Specialized in creating clear and engaging content to explain complex AI/ML concepts.
- Wrote SEO-optimized blogs, product documentation, and API guides to boost web traffic.
- Collaborated with developers and teams to deliver impactful and informative resources.
- Skilled in tools and strategies for SEO, Python, and machine learning frameworks.
