Ishita Biswas
@ishitabiswas
Data scientist and ML engineer building scalable AI solutions that improve performance and reduce resolution time.
What I'm looking for
I am a data scientist and machine learning engineer with hands-on experience building production-ready AI systems and research-grade models. I have improved model performance and operational efficiency through applied ML techniques, boosting team productivity and reliability.
In industry roles I integrated boosting algorithms, PCA and autoencoders to enhance ML pipelines, and developed an image retrieval prototype with over 90% accuracy on a 50,000+ image dataset. During internships I designed AI-driven observability features, automated error resolution, and built recommendation engines that reduced incident resolution time by 60%.
My research background includes preprocessing physiological time-series, feature selection pipelines in WEKA and Python, and a Random Forest classifier achieving 95% accuracy; this work resulted in a CICBA 2025 conference paper. I seek roles where I can apply deep learning, MLOps, and full-stack data engineering to deliver measurable impact.
Experience
Work history, roles, and key accomplishments
Associate Data Science Engineer
Micron Technology
Jul 2025 - Present (3 months)
Improved ML model performance and team productivity by 40% through boosting algorithms and dimensionality reduction; developed an autoencoder-based image retrieval prototype achieving >90% accuracy on 50k+ images.
Undergraduate Research Intern
Jadavpur University
Aug 2024 - May 2025 (9 months)
Developed a Random Forest classifier for Differential Dermal Potentials achieving 95% accuracy using supervised feature selection and 10-fold stratified CV; co-authored a paper accepted at CICBA 2025.
Technology Development Intern
Optum
Jun 2024 - Aug 2024 (2 months)
Built AI-powered observability features and an AI-driven recommendation engine using FastAPI, React, and PostgreSQL, improving system reliability by 40% and reducing incident resolution time by 60%.
Education
Degrees, certifications, and relevant coursework
Jadavpur University
Bachelor of Engineering, Electronics and Instrumentation
2021 - 2025
Grade: 8.55 CGPA
Activities and societies: Undergraduate research intern (Department of IEE), participated in projects and conferences; selected for scholarships and competitive programs (AnitaB.org, WISH 2024).
Bachelor of Engineering in Electronics and Instrumentation with a CGPA of 8.55, completed coursework and research projects including physiological signal classification and applied ML.
Availability
Location
Job categories
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