Arnab Sinha

Senior Software Engineer

Bengaluru, Karnataka, India5 yrs 1 mo experience

AI EnabledAI ML Practitioner

Key Highlights

2.5 years of consulting in oncology market.
Expertise in machine learning and data science.
Proven track record in automating workflows on AWS.

Stackforce AI infers this person is a Data Science and Machine Learning specialist in the Healthcare industry.

Contact

Skills

Core Skills

Data ScienceMachine LearningMlopsGenerative Ai

Other Skills

ANOVAAWS SageMakerAbacusAcoustic GuitarAlgorithmsAmazon AthenaAmazon Web Services (AWS)Analytical SkillsAndroid StudioArtArtificial Intelligence (AI)BashC (Programming Language)C++Cascading Style Sheets (CSS)

About

🌟 About Me 🔹 Experience: 2.5 years of consulting in the oncology market as a Data Science Associate at ZS, India. 🔹 Skills: Proficient in Python, ANSI SQL, Spark SQL, Data Science, and Machine Learning. 🔹 Seeking: Full-time roles in Data Science, Machine Learning, and AI, focused on positively impacting people's lives through innovative work, analysis, and research. 🔹 Passionate About: Discussing, creating, and implementing ideas that make a meaningful difference. 🔹 Let's Connect: Always keen to collaborate on impactful projects and explore new opportunities together.

Experience

5 yrs 1 mo

Total Experience

1 yr 3 mos

Average Tenure

1 yr 5 mos

Current Experience

Redbus

Senior Software Engineer

Jan 2025 – Present · 1 yr 5 mos · Bengaluru, Karnataka, India · On-site

Senior Software Engineer, Data Engineering team

Zs

2 roles

Data Science Associate

Jul 2021 – Jun 2023 · 1 yr 11 mos

Job Summary: Part of the Advanced Analytics team, deriving insights from large healthcare datasets (Claims/HER/SDOC) to enhance patient targeting and optimize drug market share for US-based pharmaceutical clients in oncology
o Data Science & ML: Extracting relevant claim records and performing feature engineering on raw data using Spark SQL, deriving key statistical insights, and training robust patient identification models in Python using algorithms like Linear & Logistic classifiers, SVM, Random Forest, LightGBM, and XGBoost
o Client interaction: Creating documentation/presentations covering project methodologies and secondary research, effectively communicating complex data, trends, and insights to clients through structured and compelling storytelling
o Leadership: Taking ownership of project deliverables, providing guidance & fostering collaboration among team members, and enhancing overall team performance by assuring adherence to best practices
o MLOps: Automated manual workflows by migrating codebase to production on AWS (using SageMaker, EMR, S3, Step Functions), reducing execution time by ~70% and enabling efficient periodic updates on patient data

AlgorithmsEDAClassificationExtract, Transform, Load (ETL)Machine Learning AlgorithmsData Science+23

Data Science Associate - Intern

Jan 2021 – Jun 2021 · 5 mos

Data SciencePythonOral CommunicationMachine LearningTeamwork

Indian institute of information technology guwahati

Summer Research Intern

May 2020 – Jul 2020 · 2 mos

1. Mathematically anatomized Vanilla GANs(vGANs), Super-resolution GANs(SRGANs) and Conditional GANs(cGANSs).
2. Provided quantitative and qualitative results about training and performance for vGANs and SRGANs on synthetically generated Gaussian data.
3. Established possible comparisons between SRGANs and pure autoencoders.

Generative AI

Scaler academy

Campus Lead: Scaler Achiever Club

Mar 2020 – Apr 2021 · 1 yr 1 mo

Xovex it international

Artificial Intelligence Intern

Feb 2020 – Apr 2020 · 2 mos

Analytics vidhya

Staff Writer

Jun 2019 – Jan 2023 · 3 yrs 7 mos

Pyjaipur

Organizing Team Member

May 2019 – Jan 2020 · 8 mos · Jaipur, Rajasthan, India

PyJaipur is a non-profit Official Local Python User Group/Community for Jaipur Developers. Our community consists of Students, IT professionals, Software Developers, and Entrepreneurs. We aim to promote Python and FOSS (Free and Open Source Software) in Jaipur and nearby region.