Srijanya DurganalaSD
Open to opportunities

Srijanya Durganala

@srijanyadurganala

Aspiring data scientist with a strong foundation in machine learning.

India

What I'm looking for

I am looking for a role that fosters innovation and allows me to leverage my data science skills in a collaborative environment.

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

CL

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.

IG

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.

SE

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 logoIG

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.

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Srijanya Durganala - Business Analyst - ClearTax | Himalayas