Srijanya Durganala
@srijanyadurganala
Aspiring data scientist with a strong foundation in machine learning.
What I'm looking for
I am a dedicated B.Tech student in Civil Engineering at the Indian Institute of Technology, Guwahati, with a CGPA of 7.75. My academic journey has been enriched by a strong focus on machine learning and data analysis, where I have developed skills in various programming languages and technologies. My coursework includes advanced subjects such as Deep Learning, Data Structures, and Algorithms, which have equipped me with a solid foundation for tackling complex problems.
During my internship at ClearTax, I worked as a Business Analyst, where I designed interactive dashboards using SQL and Apache Superset. This experience allowed me to provide stakeholders with actionable insights, enhancing data-driven decision-making. Additionally, my B.Tech thesis involved developing Convolutional Neural Networks (CNNs) for damage identification in high-rise buildings, achieving a remarkable accuracy improvement of 97% over traditional methods.
My passion for data science extends beyond academics; I have undertaken projects like improving loop closure detection for SLAM systems in mobile robotics and creating an AI-driven music recommendation system. These experiences have honed my skills in machine learning, deep learning, and software development, and I am eager to apply my knowledge in a professional setting.
Experience
Work history, roles, and key accomplishments
Business Analyst
ClearTax
Jun 2024 - Sep 2024 (3 months)
Designed interactive dashboards with SQL and Apache Superset, providing stakeholders with actionable insights to support data-driven decisions. Engineered data transformation pipelines using DBT for optimized data processing.
Data Science Research
Indian Institute of Technology, Guwahati
Aug 2023 - May 2024 (9 months)
Developed machine learning models, specifically Convolutional Neural Networks (CNNs), to enhance damage identification in high-rise buildings, improving accuracy by 97%. Applied CNNs in structural health monitoring.
Project Developer
Indian Institute of Technology, Guwahati
Aug 2023 - Nov 2023 (3 months)
Developed a ResNet model for loop closure detection in SLAM applications, increasing robustness compared to traditional techniques. Utilized Autoencoder and PCA for low-dimensional image descriptor creation.
Project Developer
Self-Employed
Apr 2023 - May 2023 (1 month)
Developed an advanced image detection model to classify emotions from facial expressions using the FER-2013 dataset. Designed and deployed an AI-driven music recommendation system via Flask.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology, Guwahati
Bachelor of Technology, Civil Engineering
2020 - 2024
Grade: 7.75/10
Pursuing a B.Tech. in Civil Engineering with a CGPA of 7.75/10. Relevant coursework includes Linear Algebra, Probability, Calculus, Machine Learning for structural health predicting, Deep Learning, Data Structures and Algorithms, and Structural Analysis.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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