Dhruv AgnihotriLead Software Engineer @ SalesforceBig Data|
Dhruv AgnihotriLead Software Engineer @ Salesforce
Big Data|
>
Personal Projects
TECH SKILLS
HTML5
CSS3
JavaScript
Bootstrap
React JS
Redux
React Router
Material-UI
Next.js
Node.js
Express
Django
Flask
Heroku
AWS
Docker
Kubernetes
Jenkins
TypeScript
Python
Golang
Apex
PostgreSQL
MS-SQL
MongoDBExperience
Salesforce
2019 - Present
LMTS & All Star Ranger
Key Responsibilities & Achievements:
- Team Leadership: Led a team of six engineers in delivering complex integration projects, fostering a culture of innovation and excellence.
- Package manager webApp: Engineered a dockerized web application that automated creating and push upgrading MCC package, previously a manual process.
- Cloud Integration: Implemented JWT, web server flow, OAuth 2.0, and Connected App integration to set up bidirectional integration between Sales Cloud and Marketing Cloud.
- Public Cloud Migration: Played a pivotal role in migrating applications to Salesforce's Hyperforce (public cloud), contributing to a scalable and efficient architecture.
University of Michigan
2017 - 2018
Graduate Student Instructor
Key Responsibilities & Achievements:
- Course Instruction: Delivered lectures and facilitated discussions for the CS403 course, covering advanced topics in machine learning and AI.
- Assignment Development: Designed and graded assignments and exams, ensuring they met the highest academic standards.
- Student Support: Provided one-on-one mentoring and group tutoring sessions, enhancing student understanding.
Denso Automotive
2017 - 2018
Intern
Key Responsibilities & Achievements:
- Emotion Detection Project: Developed a cutting-edge emotion recognition system using deep learning techniques. Achieved a 69% accuracy rate in classifying emotions from video data, contributing to advancements in human-machine interaction.
- Parameter Tuning: Utilized FastAI for model parameter optimization, enhancing the performance and reliability of the emotion detection system.
- Collaborative Research: Worked closely with a multidisciplinary team of researchers and engineers, driving the project to successful completion and earning recognition for innovative contributions.
Shoptelligence
Summer 2018
Data Science Intern
Key Responsibilities & Achievements:
- Data Warehouse Development: Developed a robust data warehouse and ETL pipeline to process clickstream data, resulting in a 30% increase in user engagement.
- Data Ingestion & Transformation: Ingested, queued, and transformed data using Apache PULSAR and CockroachDB, significantly improving data processing efficiency.
- Quality Assurance: Implemented over 800 unit tests using Pytest, ensuring high-quality code and reducing defects by 50%.
- Machine Learning API: Developed an end-to-end machine learning API for image recognition and catalog item classification, enhancing product recommendations and user experience.
Altech Infrastructures
June 2015 - Aug 2017
Lead Data Analyst
Key Responsibilities & Achievements:
- Real-Time Analytics: Developed an ETL pipeline proof-of-concept for real-time sensor data analysis using Spark streaming and Kafka. Improved data processing speed by 40% and enhanced system reliability.
- Predictive Maintenance: Implemented predictive models to forecast the remaining useful life of boiler components, achieving a 10% improvement in accuracy and reducing downtime by 15%.
- Optimization Modeling: Enhanced electricity load forecasting using SVM, reducing prediction errors by 3% and optimizing power distribution.
- Data Analytics & Automation: Utilized R for emission ratio analysis, decreasing emission losses by 3%. Developed macros for data cleaning and automation, reducing analysis time by 30%.