Himalayas logo
IB
Open to opportunities

Ishita Biswas

@ishitabiswas

Data scientist and ML engineer building scalable AI solutions that improve performance and reduce resolution time.

India
Message

What I'm looking for

I seek a data/ML role where I can build production ML systems, contribute to MLOps and research, work in collaborative teams, and deliver measurable performance improvements.

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

MT
Current

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.

Education

Degrees, certifications, and relevant coursework

Jadavpur University logoJU

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.

Find your dream job

Sign up now and join over 100,000 remote workers who receive personalized job alerts, curated job matches, and more for free!

Sign up
Himalayas profile for an example user named Frankie Sullivan
Ishita Biswas - Associate Data Science Engineer - Micron Technology | Himalayas