{"$schema":"https://raw.githubusercontent.com/jsonresume/resume-schema/v1.0.0/schema.json","basics":{"name":"Dhruv","label":"Research Assistant – Robotics & Reinforcement Learning","image":"https://saywise-production-profilepicturestoragebucket-kbfooccc.s3.amazonaws.com/profile-pictures/685bde3c-775a-4b00-a9df-3eb178d636a6/linkedin-1788172446546.jpg","summary":"ML engineer with 3+ years building production AI systems, distributed data pipelines, and on-device models across Samsung, Bain, and robotics research.","location":{"city":"San Jose, CA, United States"},"profiles":[{"network":"LinkedIn","username":"dhruvpatel16","url":"https://linkedin.com/in/dhruvpatel16"},{"network":"GitHub","username":"pateldhruv1672","url":"https://github.com/pateldhruv1672"},{"network":"Personal Website","username":"pateldhruv1672.github.io","url":"https://pateldhruv1672.github.io"}]},"meta":{"canonical":"https://saywise.com/pateldhruv1672","version":"v1.0.0","lastModified":"2026-08-31T10:44:28.108Z"},"x_saywise":{"handle":"pateldhruv1672","pronouns":null,"availability":null,"oneLiner":"ML engineer with 3+ years building production AI systems, distributed data pipelines, and on-device models across Samsung, Bain, and robotics research.","profileUrl":"https://saywise.com/pateldhruv1672","markdownUrl":"https://saywise.com/pateldhruv1672/profile.md","pdfUrl":"https://saywise.com/pateldhruv1672/resume.pdf","archetype":{"code":"OS-MG","name":"Foundry Trailblazer","url":"https://saywise.com/sca/998baeedbba1","rarity":"One of the first Foundry Trailblazers on Saywise"},"aiStack":[{"name":"GitHub Copilot","description":null,"url":"https://github.com","storyCount":0},{"name":"Claude Code","description":null,"url":"https://claude.com","storyCount":0}]},"work":[{"name":"San José State University","position":"Research Assistant – Robotics & Reinforcement Learning","location":"San Jose, California, United States","startDate":"2026-01-01","summary":"Built scalable ML training and evaluation infrastructure for RL policies on Unitree robots with automated sim-to-real transfer pipelines and W&B experiment tracking. Designed modular pipeline architecture that separated training, evaluation, and hardware deployment, eliminating manual reconfigurations and reducing experiment-to-hardware handoff cycles by 3x."},{"name":"Applied Intelligent Systems at SJSU","position":"President | Applied Intelligence Systems (AIS) Club","startDate":"2025-12-01","summary":"As President of the AIS Club, I drive initiatives that enhance member engagement and professional growth. • Spearheaded the planning and execution of events and workshops tailored to member interests and industry trends. • Fostered collaboration with faculty and alumni to provide networking opportunities and professional development resources. • Developed strong communication strategies to gather feedback and streamline event planning processes."},{"name":"Bain & Company","position":"Senior Associate Software Engineer (AI/ML)","location":"New Delhi, Delhi, India","url":"https://bain.com","startDate":"2024-04-01","endDate":"2025-07-01","summary":"Fine-tuned Mistral-8B with RAG on Bain's presentation corpus to build an AI-driven slide assistant, delivering 40% productivity gains. Designed and operated distributed PySpark ETL pipelines processing 1TB+ daily into Amazon Redshift with idempotent jobs and schema-enforced quality gates, cutting pipeline failure rework from ~3 hours to <30 minutes. Engineered the full-stack AI-based Map GL Classifier application resulting in $150 million in yearly revenue and reducing processing time by 3 weeks per case."},{"name":"Samsung R&D Institute India","position":"Research And Development Engineer","location":"Noida, Uttar Pradesh, India","startDate":"2022-06-01","endDate":"2024-04-01","summary":"Led development of an instruction-based image editing system using LLMs and Stable Diffusion, reducing inference time by 250ms. Developed an NLP proof of concept for real-time English-to-Hindi call translation with 450ms inference latency. Orchestrated ProtoTile for Galaxy Watch 6 Contacts, designing cloud backup and restore pipelines. Optimized a production LLM image editing microservice through request batching and async processing, reducing p99 latency from 1.2s to 480ms."},{"name":"Wipro Limited","position":"Software Engineer Intern","location":"India","url":"https://wipro.com","startDate":"2021-06-01","endDate":"2021-07-01"},{"name":"Edulyt India","position":"Data Analyst Intern","startDate":"2020-06-01","endDate":"2020-08-01"},{"name":"Sardar Vallabhbhai National Institute of Technology, Surat","position":"Research Intern","location":"Greater Surat Area","startDate":"2019-12-01","endDate":"2020-02-01"}],"education":[{"institution":"San José State University","studyType":"Master of Science - MS in Applied Data Intelligence","startDate":"2025-08-01","endDate":"2027-05-01"},{"institution":"San Jose State University","studyType":"M.S. in Applied Data Science","startDate":"2025-08-01","endDate":"2027-05-01"},{"institution":"Sardar Vallabhbhai National Institute of Technology Surat","studyType":"B.Tech in Electronics & Communication","startDate":"2018-06-01","endDate":"2022-05-01"},{"institution":"Sardar Vallabhbhai National Institute of Technology, Surat","studyType":"Bachelor of Technology - BTech in Electronics and Communication Engineering","startDate":"2018-01-01","endDate":"2022-01-01"}],"projects":[{"name":"The Last Degree – Graduate ROI Intelligence","description":"Built a self-directed Airflow pipeline extracting 1M+ daily job listings from Adzuna API with rate-limit handling and upsert-based Snowflake loading. Engineered dbt transformations producing 5 analytical views including Skill Demand Index, salary trends, and ROI forecasts. Exposed results via REST API to a React frontend with failure alerting and data-quality checks."},{"name":"AutoQuote: AI Vehicle Repair Finder","description":"Independently architected a full-stack microservice with circuit-breaker patterns, two-tier caching, and timeout handling to defend against high-latency dependencies. Integrated AI image analysis for vehicle damage, shop discovery, voice-call automation via VAPI, and appointment booking into a single orchestrated backend with structured logging and request tracing."},{"name":"Stock Price Forecasting & Analytics Pipeline","description":"Built a two-DAG Airflow system handling daily OHLCV ETL from yfinance with transactional idempotent loads into Snowflake. Implemented dynamic task mapping with Airflow Pools for controlled Snowflake concurrency and per-symbol model training. dbt layering separated RAW and ANALYTICS with training views and final tables merging historical and forecasted values."},{"name":"Semantic Search Engine – Pinecone + Airflow","description":"Built a self-directed Airflow-orchestrated semantic search pipeline covering ingestion, preprocessing, and SentenceTransformer embedding with all-MiniLM-L6-v2 model. Implemented idempotent Pinecone vector upserts with index-reset capability to prevent duplication. Containerized via Docker Compose for reproducibility."}],"skills":[{"name":"Problem Solving"},{"name":"Visual SLAM"},{"name":"Docker"},{"name":"React.js"},{"name":"Kotlin"},{"name":"Django"},{"name":"Flask"},{"name":"Spring Framework"},{"name":"JavaScript"},{"name":"Grafana"},{"name":"Amazon Web Services (AWS)"},{"name":"MongoDB"},{"name":"Python (Programming Language)"},{"name":"C++"},{"name":"C (Programming Language)"},{"name":"Java"},{"name":"Microsoft Office"},{"name":"SQL"},{"name":"HTML"},{"name":"Microsoft PowerPoint"},{"name":"Matlab"},{"name":"SLAM"},{"name":"Motion Control"},{"name":"Robotics"},{"name":"Snowflake"},{"name":"Systems Design"},{"name":"Natural Language Processing (NLP)"},{"name":"Computer Vision"},{"name":"Research and Development (R&D)"},{"name":"Large Language Models (LLM)"},{"name":"Distributed Systems"},{"name":"Generative Adversarial Networks (GANs)"},{"name":"Object-Oriented Programming (OOP)"},{"name":"Algorithms"},{"name":"Software Development"},{"name":"Model-view-viewmodel (MVVM)"},{"name":"Android Development"},{"name":"Microservices"},{"name":"Project Management"},{"name":"Site Reliability Engineering"},{"name":"Physical AI"},{"name":"ROS2"},{"name":"Data Build Tool (DBT)"},{"name":"Retrieval-Augmented Generation (RAG)"},{"name":"Generative AI"},{"name":"Stable Diffusion"},{"name":"AI Software Development"},{"name":"AI Agents"},{"name":"C#"},{"name":"TypeScript"}],"certificates":[{"name":"Lean Six Sigma for a Sustainable Future","date":"2023-08-01","issuer":"LinkedIn"},{"name":"Mastering Model Context Protocol (MCP)","date":"2025-09-01","issuer":"LinkedIn"},{"name":"Software Architecture Foundations","date":"2022-08-01","issuer":"LinkedIn"},{"name":"Applied Data Science Capstone","date":"2020-05-01","issuer":"Coursera"},{"name":"IBM Data Science Professional Certificate","date":"2020-05-01","issuer":"Coursera"},{"name":"Data Visualization with Python","date":"2020-05-01","issuer":"Coursera"},{"name":"Structuring Machine Learning Projects","date":"2020-04-01","issuer":"Coursera"},{"name":"Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization","date":"2020-04-01","issuer":"Coursera"},{"name":"Machine Learning(Stanford Online)","date":"2020-04-01","issuer":"Coursera"},{"name":"Data Analysis with Python","date":"2020-04-01","issuer":"Coursera"},{"name":"Programming Foundations with JavaScript, HTML and CSS (with Honors)","date":"2020-04-01","issuer":"Coursera"},{"name":"Databases and SQL for Data Science","date":"2020-01-01","issuer":"Coursera"},{"name":"Machine Learning with Python","date":"2020-01-01","issuer":"Coursera"},{"name":"Python for Data Science and AI","date":"2019-12-01","issuer":"Coursera"},{"name":"Python for Data Science and AI","date":"2019-12-01","issuer":"Coursera"},{"name":"Google Cloud Platform Fundamentals: Core Infrastructure","date":"2019-12-01","issuer":"Coursera"},{"name":"Technical Support Fundamentals","date":"2019-12-01","issuer":"Coursera"},{"name":"Neural Networks and Deep Learning","date":"2019-12-01","issuer":"Coursera"},{"name":"Data Science Methodology","date":"2019-12-01","issuer":"Coursera"},{"name":"Data Science Methodology","date":"2019-12-01","issuer":"IBM"}]}