Dhairya Jayesh Chheda

I'm a

About Me: A Story of Curiosity

My passion for Data Science comes from my curiosity in learning how different industries work which can be understood by listening to the stories in their data. I enjoy contributing to business decisions and my main strength lies in being able to bridge the gap of communicating business needs to the technical team. I believe in the 4H's for a successful life: Happy, Helpful, Humble and Hungry for knowledge."

When Complexity Meets Clarity

Imagine breaking down complex problem statements into smaller, manageable, executable tasks and compiling them into a final solution. That's my sweet spot. Whether it's cracking natural language processing puzzles or venturing into generative AI, my approach is anchored in breaking things down to their most basic truths and then building up on those.

  • Phone: +1 (930) 333-5591
  • Degree: Master's in Data Science
  • Country: United States
  • Resume: Resume
  • Email: dhairyajayeshchheda@gmail.com
  • Available to Hire full-time?: Yes

Now, you may be wondering: what drives someone to dig so deep into data and be so structured in his approach? It's simple — my work is more than just a job. I value trust and integrity, and I thrive in leadership roles where directness is appreciated.

Curriculum Vitae: Crafting Success Brick by Brick

Step by step, line by line, my CV narrates the journey of expertise and accomplishment. Each piece is like a brick carefully placed to build the story of my career.

Education

Master of Science in Data Science

August 2023 - May 2025

Indiana University, Bloomington, IN

Relevant Coursework: Applied Machine Learning, Data Mining, Introduction to Statistics, Advanced Database Concepts, Big Data, Time Series Analysis, Applied Algorithms

Activities:

  • Senior Club Officer at Data Science Club.
  • Graduate Ambassador at Jain Student Association.

Bachelor of Engineering in Information Technology

August 2017 - May 2021

University of Mumbai, Mumbai, MH

Relevant Coursework: Applied Mathematics, Data Mining and Business Intelligence, Database Management Systems, Artificial Intelligence

Activities:

  • Member at Research Cell.
  • Student Ambassador at Internshala.

Professional Experience

Research Data Analyst

May 2024 - Present

Department of History, Indiana University, New York, NY

  • Engineered a dynamic web scraping solution using Selenium to interact with webpage elements, extracting historical data from 5+ museums and integrating it into SQL, increasing record archival by 150% and statistical analysis by 60%.
  • Orchestrated a research initiative leveraging 1M+ data points to create dynamic and interactive Tableau dashboards, enabling financial data-driven reporting and presenting key performance indicators (KPIs) to stakeholders, increasing funding opportunities by $200,000.
  • Designed and optimized a financial machine learning model using XGBoost and ensemble learning techniques, reducing false positives by 16%, improving artifact recovery rates by 30% and potentially saving $100,000 in research costs.

Software Engineer

June 2021 - July 2023

LTIMindtree, Mumbai, MH

  • Resolved 10+ paginated report service tickets within JIRA, and conducted comprehensive testing of SQL stored procedures and functions, ensuring efficient operation of CRM reports across applications and reducing downtime by 40%.
  • Architected a comprehensive financial data modeling framework and optimized an ETL pipeline to integrate and harmonize data from various sources into a centralized data warehouse, enhancing data pipeline scalability and efficiency by 50%.
  • Spearheaded a team in achieving 75% acceleration in project completion by utilizing the SCRUM project management and following SDLC and Agile methodologies, minimizing project duration from 40 days to 10 days.
  • Refactored machine learning python notebooks into modular code, performed System Integration Testing (SIT) and User Acceptance Testing (UAT), and deployed applications via CI/CD pipelines for seamless end-to-end migration.

Artificial Intelligence Research Intern

September 2019 - June 2020

Hawkeye MedTech, Columbia, MD

  • Collaborated with 3+ cross-functional teams including business stakeholders to gather requirements, define project scopes, and ensure alignment with business objectives on a weekly basis, fostering effective teamwork and project success.
  • Conducted in-depth market research, A/B testing and experimentation on emerging expert systems, resulting in the identification of AI rule-based engines that guided strategic processes for patient triage based on urgency.
  • Optimized the predictive accuracy of the patient recommendation system by 20% through ensemble learning and hyperparameter tuning, improving patient outcomes by 25% and increasing the company's service adoption rate by 35%, contributing to an estimated revenue growth of $150,000 annually.

Skills: The Tools in My Arsenal

After diving into who I am, let's get into the business: what can I actually do? Built on a strong foundation of academic rigor and hands-on experience, my skill sets are diverse, versatile and adaptable.

Programming Languages: The Syntax of Solutions
  • Python
  • R
  • SQL (MS SQL, MySQL, PostgreSQL)
  • HTML
  • CSS

From Python to R to SQL, each language I've mastered is like a different brush stroke in my data artistry. But how does syntax turn into solutions? Keep scrolling.

Modeling Techniques: Algorithms as Allies
  • Supervised Learning
  • Unsupervised Learning
  • Machine Learning
  • Deep Learning
  • Natural Language Processing
  • Large Language Modeling (LLMs)**
  • Time Series Analysis
  • Generative Modeling (GenAI)**
  • Regression Analysis
  • Transfer Learning
  • Hyperparameter Tuning
  • Model Performance Evaluation

**I am currently working on LLMs and GenAI projects/applications.

Imagine a toolbox where each algorithm is a tool fine-tuned for specific challenges. What's my go-to tool for uncharted territory? Read on.

Statistics, Data Analytics and Visualizations: Decoding the Patterns
  • Descriptive Statistics
  • Data Extraction (Web Scraping)
  • Data Cleaning and Validation
  • Statistical Distributions
  • Feature Engineering and Correlations
  • A/B Testing
  • Generalized Linear Models
  • Parametric/Non-Parametric Models
  • Inferential Statistics
  • Hypothesis Testing
  • Analysis of Variance (ANOVA)
  • Microsoft Excel
  • PowerBI
  • Tableau
  • Weka
  • Alteryx

Data analytics is where the real magic happens, where numbers transform into insights. But how do I safeguard against statistical fallacies? You'll find out soon.

Portfolio: The Lab Reports

If my resume is the blueprint and my skills the toolbox, here's the laboratory where I experiment, innovate, and iterate. Let's delve into a world of projects that embody first-principles thinking and data-driven solutions.

  • All
  • Data Analytics
  • Machine Learning
  • Deep Learning
  • Generative AI

Testimonials: Echoes of Excellence

In the words of those who've witnessed my work firsthand, discover the resonance of excellence. From professors to managers, these testimonials paint a vivid picture of the impact I've made and the value I bring to the table.

Dhairya has been handling several backend tasks for a long time now. He conducted the ETL process for all the applications under his belt. He was extremely good at handling and querying data on the servers. I firmly believe in his ability and passion for Data Science, and I have no second thoughts about it. With an excellent education, broad interests, and exceptional research potential, he is, by any standard, a potential first-rate graduate student. Therefore, I vouch for and strongly recommend Dhairya.

Rehbar Rahman

Director - Projects

LTIMindtree

You rarely come across stand out talent like Dhairya. Dhairya has a phenomenal mindset to get things done within timelines and will be an asset to any organization he joins. I would strongly recommend him; he has been an outstanding individual.

Dr. Bhavesh Patel

Principal

University of Mumbai

Dhairya has an excellent interpersonal and critical thinking skills. He has conducted research and worked on a Generative AI project under my mentorship and has a paper published to his name. The ken and insights he has of his chosen field is commendable and I can proudly pen for his proactive, practical and responsible abilities.

Dr. Dhanashree Toradmalle

Assistant Professor

University of Mumbai

Let's Collaborate

Your journey through my portfolio doesn't have to end here. If you're intrigued by my work and wish to collaborate, or simply want to say hello, I'm just a message away. Let's drive innovation together.

Location

United States

flight

Ready to relocate?

Yes

Call

+1 (930) 333-5591

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