Shruti Mandaokar

Operations Associate

San Francisco, California, United States1 yr 9 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Over 220 citations in multimodal AI research.
  • Expertise in machine learning and technical writing.
  • Multidisciplinary background enhances problem-solving approach.
Stackforce AI infers this person is a Machine Learning Engineer with a strong focus on AI applications in industrial and educational settings.

Contact

Skills

Core Skills

Machine LearningTechnical DocumentationResearch ManagementNatural Language ProcessingTechnical WritingFull Stack DevelopmentSensor Fusion

Other Skills

TutoringCalculusStatisticsAlgebraPhysicsPython (Programming Language)MERN StackProject ManagementFront-End DevelopmentBack-End Web DevelopmentUser Experience Design (UED)Team ManagementLeadershipFashionComputer Science

About

Hi, I’m Shruti Mandaokar - and I live for the “Aha!” moments where creativity meets code. I’m driven by curiosity and the excitement of turning ideas into real, working systems. Whether it’s building with machine learning, designing backend systems, or experimenting with new tools, I enjoy learning fast and translating that learning into impactful solutions. My goal is simple: to build products that meaningfully combine my skills, creativity, and curiosity to create value for users. I come from a multidisciplinary background - Electronics & Telecommunication Engineering (Bachelor’s), Computer Science (Master’s), and Business Management — which shapes how I approach problems: analytically, creatively, and with a product mindset. My experience spans across: - Startups (Datastrato.ai) - Corporate (Vodafone Intelligent Solutions) - Research (Lab of Data Science, Purdue University) - Along with PFW campus dining - where I learned the value of adaptability and teamwork in fast-paced era. I’ve also contributed to research in multimodal AI, with work on sensor fusion for gas leakage detection gaining 215+ citations — an experience that strengthened my interest in building systems at the intersection of hardware, software, and intelligence. Beyond work, I’m deeply creative at heart. I enjoy music (with years of training in Indian classical), art, and design - and I love bringing that creativity into everything I build. You’ll often find me exploring new ideas, working on side projects, or simply energizing the people around me. I value both focused work and intentional rest, and I believe consistency builds everything - whether it’s in learning, building, or even personal challenges like long-distance running. I’m currently seeking opportunities starting May 2026 (F1 STEM OPT) in: - Machine Learning + Sensor Fusion - Software Engineering - Technical Writing - Product-focused roles in innovative teams If you’re building something exciting or believe in thoughtful, curious builders — I’d love to connect. 📬 mands01@purdue.edu | shrutimandaokar.connect@gmail.com 💻 github.com/Shruti2301

Experience

1 yr 9 mos
Total Experience
9 mos
Average Tenure
--
Current Experience

Purdue university fort wayne

Math & Science Tutor

Feb 2026Present · 2 mos · Fort Wayne, IN · On-site

  • As a Math & Science Tutor at Purdue University Fort Wayne, I support undergraduate students in Mathematics and Statistics through structured problem-solving sessions and peer mentoring.
  • Through tutoring, I strengthen my own foundation in reasoning and problem solving while helping students build clarity and confidence in challenging subjects.
TutoringCalculusStatisticsAlgebraPhysics

Datastrato

Data Intern + Open Source Contributor

Jun 2024Aug 2024 · 2 mos · California · On-site

  • Contributed to ASF Gravitino and Datastrato open-source projects, integrating ML models and workflows to Apache Gravitino.
  • Improved technical documentation and developer guides, streamlining adoption for ML pipelines.
  • Collaborated with contributors on data infrastructure and schema federation, enhancing system interoperability and reliability.
Machine LearningTechnical Documentation

Aladdin campus dining

Student Service Worker (Cooking, Kitchen Operations, Customer Service)

Sep 2023Mar 2024 · 6 mos · Fort Wayne, Indiana, United States · On-site

  • Managed Grill, Sub Stand, and Pizza Station operations, ensuring efficiency and accuracy in professional catering service. Learnt how to make yummy Burrito, Pizza and Wraps. :)
  • Supported cleanliness, time management, and work ethic along with my Computer Science Classes.

Suvidha foundation (suvidha mahila mandal)

Data Science Intern (NLP, Transformers, Rejection Learning)

Mar 2023May 2023 · 2 mos

  • Built end-to-end text summarization models using Transformers and Rejection Learning, achieving 92% accuracy on XSUM dataset.
  • Fine-tuned BERT and other pre-trained models for domain-specific summarization tasks.
  • Deployed scalable ML pipelines in Python, enabling reproducible results for large datasets.
Natural Language ProcessingMachine Learning

Purdue university

Research Project Manager

Feb 2023May 2024 · 1 yr 3 mos · Lab of Data Science (Purdue University)

  • Led analysis of “Deep Transfer Learning to Tackle Chronic Disease Disparity” paper, focusing on domain adaptation and model generalization for underrepresented populations.
  • Developed insights on bias mitigation in biomedical datasets, improving model fairness.
  • Coordinated team research and documentation for applied ML and AI projects.
Machine LearningResearch Management

Upgrad knowledgehut

Data Science Author (Technical Writing, ML, Python, Math for ML)

Sep 2022May 2023 · 8 mos · Bangalore · Remote

  • Published 2 high-quality Data Science articles with code walkthroughs, attracting 10,000+ views and positive feedback.
  • Demonstrated expertise in technical writing and ML explainability for a broad audience.
Technical Writing

Vodafone qatar

Software Engineer (Full Stack, CRM, REST APIs, BPM)

Aug 2021Mar 2022 · 7 mos · Pune · Remote

  • Designed CRM workflows using Bonitasoft BPMN, reducing process cycles by 25%.
  • Developed rich UI in JavaScript with REST API integration, increasing user engagement by 40%.
  • Built end-to-end data extraction pipelines, leveraging Python and MERN stack technologies.
Python (Programming Language)MERN StackProject ManagementFront-End DevelopmentBack-End Web DevelopmentFull Stack Development

Symbiosis centre of applied artificial intelligence

Machine Learning Research Intern (Multimodal AI, Sensor Fusion, Patent Project)

Jan 2020Apr 2021 · 1 yr 3 mos · Pune, Maharashtra, India

  • Developed Gas Detection & Identification System using multimodal AI and sensor fusion, improving detection robustness for Industry 5.0 applications.
  • Implemented multimodal co-learning techniques, evaluating system performance across diverse sensor inputs.
  • Applied ML model evaluation and robustness analysis, ensuring industrial-grade reliability.
Machine LearningSensor Fusion

Education

Purdue University

Master's degree — Computer Science

Aug 2023May 2026

SYMBIOSIS INTERNATIONAL UNIVERSITY

Electronics and Telecommunication

Jan 2017Mar 2021

Symbiosis Institute of Business Management

Diploma — Business Management

Apr 2019Present

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