Swagata DasSD
Open to opportunities

Swagata Das

@swagatadas

Results-driven Data Scientist with expertise in machine learning solutions.

Zimbabwe
Message

What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can leverage my data science skills to solve complex problems and contribute to impactful projects.

I am a results-driven Data Scientist with over 2 years of experience in building and deploying scalable machine learning, NLP, and generative AI solutions. My proficiency in designing experiments and developing advanced models has allowed me to communicate complex technical results clearly to diverse audiences. I have a strong foundation in Python, SQL, and various cloud platforms, which I leverage to create impactful data-driven solutions.

At Barclays, I developed a sentiment analysis pipeline that processed over 100,000 emails, achieving an impressive 92% accuracy. My work on automating data extraction from PDFs and emails using OCR and NLP significantly reduced manual work by 85%. I am passionate about utilizing my skills in graph neural networks and topic modeling to extract valuable insights from data, driving efficiency and innovation in my projects.

Experience

Work history, roles, and key accomplishments

BA
Current

Software Engineer BA4

Barclays

Jul 2023 - Present (2 years)

Built a sentiment analysis pipeline for 100K+ emails using LLaMA, FinBERT, Flan-T5, achieving 92% accuracy. Developed automated data extraction from PDFs/emails using OCR and NLP, reducing manual work by 85%.

BA

Intern

Barclays

Jun 2022 - Aug 2022 (2 months)

Built preprocessing code for digital image processing (DIP) using OpenCV to clean watermarks, correct orientation, and remove shadows, improving OCR accuracy by 40%. This project focused on enhancing image quality for better data extraction.

Education

Degrees, certifications, and relevant coursework

SU

SRM University

B.Tech in Computer Science Engineering, Computer Science Engineering

Completed a Bachelor of Technology in Computer Science Engineering. Achieved a CGPA of 9.2.

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Swagata Das - Software Engineer BA4 - Barclays | Himalayas