OPT Ready • Seeking 2026 Roles

Hi, I'm Sneha Rangole

AI/ML Systems Engineer & Senior Full-Stack Developer

Bridging Engineering & Data Science. I build intelligent, scalable products with React, Python, and applied AI.

6+

Experience

Years Industry

M.S.

Education

Data Science

30+

Projects

Delivered

10+

Teams Led

Cross-functional

My Resume

M.S. Data Science • 6+ Yrs Exp

Open PDF
UMass Dartmouth Graduate

Based in Boston, MA
Open for New Opportunities

Recently graduated with M.S. in Data Science. Bringing 6+ years of global engineering experience from India to the US. Active OPT status.

🇺🇸 USA (OPT)🇮🇳 India (Exp)Full-StackData Science

Boston, Massachusetts

Available for Relocation

Full-Stack Application Development

Building end-to-end web applications with modern, reactive UIs and robust backend architectures. Expertise in React, TypeScript, and high-performance server-side logic.

React & Next.jsSystem ArchitectureScalable UIs

Data Pipeline Architecture

Designing scalable ETL workflows to process and visualize massive datasets in real-time. transforming raw data into actionable insights.

Big Data ProcessingReal-time AnalyticsETL Optimization

AI & ML Integration

Embedding intelligent features like RAG pipelines and predictive models directly into user-facing products. Bridging the gap between models and users.

RAG SystemsLLM IntegrationPredictive Analytics

Performance Optimization

Reducing API latency and query times for high-traffic systems. Experience slashing query times from 45s to <200ms through advanced caching and indexing.

Latency ReductionRedis CachingDB Tuning

Technical Leadership

Leading cross-functional teams to deliver complex technical projects. Translating business requirements into robust technical specifications.

Team LeadershipAgile MethodologyMentorship

Full-Stack Application Development

Building end-to-end web applications with modern, reactive UIs and robust backend architectures. Expertise in React, TypeScript, and high-performance server-side logic.

React & Next.jsSystem ArchitectureScalable UIs

Data Pipeline Architecture

Designing scalable ETL workflows to process and visualize massive datasets in real-time. transforming raw data into actionable insights.

Big Data ProcessingReal-time AnalyticsETL Optimization

AI & ML Integration

Embedding intelligent features like RAG pipelines and predictive models directly into user-facing products. Bridging the gap between models and users.

RAG SystemsLLM IntegrationPredictive Analytics

Performance Optimization

Reducing API latency and query times for high-traffic systems. Experience slashing query times from 45s to <200ms through advanced caching and indexing.

Latency ReductionRedis CachingDB Tuning

Technical Leadership

Leading cross-functional teams to deliver complex technical projects. Translating business requirements into robust technical specifications.

Team LeadershipAgile MethodologyMentorship

Experience & Impact

Ready for my next challenge: 2026

Associate Software Engineer

Bentley Systems

Delivered cloud-native apps for MicroStation and optimized AssetWise DB queries across dynamic engineering squads.

Jan 2018

Software Engineer 1

Bentley Systems

Revamped PlantSight frontend reducing load times by 3.6s and engineering robust CI/CD pipelines.

Jan 2020

Senior Software Engineer

One Network Enterprises

Led frontend development for Trade Finance and Supply Chain platforms, driving 40% higher user engagement.

Aug 2022

Career Ambassador: Data & Reporting

UMassD Career Center

Automated data workflows reducing manual work by 75% and deployed Power BI dashboards for 5,000+ students.

May 2025

Graduate Research Assistant

UMass Dartmouth SMAST

Engineered a full-stack marine analytics platform (React/Flask) processing 1M+ records with <200ms latency.

Aug 2025

Next Opportunity

Your Company

Fully authorized to work in the USA (STEM OPT). I am an active job seeker looking for challenging roles in AI, Data Science, or Full-Stack Engineering.

2026

Featured Projects

Transforming complex challenges into elegant solutions through full-stack engineering and data science.

Select Project to View
AI & Behavioral ScienceJan 2024 - Present

Science of Good Luck

Full-Stack RAG Application with AI-Powered Personalization

Data Science & AIAug 2023 - Dec 2023

Marine Data Visualization Platform

Processing 500K+ fisheries records with real-time analytics

EdTech & AIJan 2024 - Dec 2025

Job Compass - AI Career Platform

AI-powered career management ecosystem for international job seekers

AI & Machine LearningSep 2023 - Dec 2025

Research Paper Reproducibility Analyzer

Automating scientific reproducibility analysis with Multi-LLM AI

Real-Time Crisis Management & AIJan 2024 - Present

MetroShield AI

Intelligent Crisis Response Platform with 3D Visualization

Big Data & Cloud EngineeringNov 2024 - Feb 2025

DataStreamIQ

Real-Time Streaming & Processing of Unstructured Data Pipeline

science-of-good-luck.vercel.app/
Science of Good Luck slide 1

Science of Good Luck

Full-Stack RAG Application with AI-Powered Personalization

Jan 2024 - PresentLive Demo

Tech Arsenal

My production-proven tools for building scalable, high-performance applications.

React
AWS
Node.js
PyTorch
TypeScript
Linux
Docker
React
AWS
Node.js
Figma
Tailwind
TensorFlow
PostgreSQL
Redis
Python
Power BI
Figma
Tailwind
TensorFlow
Kubernetes
GraphQL
Azure
Scikit-learn
MongoDB
Git
Pandas
Kubernetes
GraphQL
Azure
Tableau
FastAPI
Databricks
Next.js
PySpark
NumPy
Flask
Tableau
FastAPI
Databricks

Education & Achievements

My academic references and professional certifications that back my expertise.

Academic Journey

Master of Science - Data Science

January 2024 - December 2025

University of Massachusetts Dartmouth

Massachusetts, USA

  • Specialized in AI/ML Systems Engineering and Full-Stack Development
  • Built production-grade data platforms processing 1M+ records

Bachelor of Engineering - Computer Engineering

April 2013 - May 2017

Savitribai Phule Pune University

Pune, India

  • Foundation in software engineering and computer systems
  • Published research on interactive robot control systems
  • Strong focus on practical engineering applications

Words from Industry Leaders

Throughout my career, I've had the privilege of working with exceptional mentors and colleagues. Here's what they say about our collaboration.

JV

Jennifer Vincent

Community-Focused Leader

Managed Sneha directly

I have known Sneha Rangole for two years while I was serving as the Director of the Career Center at UMass Dartmouth. Sneha served in multiple roles in the Career Center at UMass D...

Recommendation
HC

Heather Connell

Career Advisor

Sneha's Mentor

We were fortunate to have Sneha contribute her many talents to the Career Center during her time at UMass Dartmouth. She consistently impressed us with her professionalism, positiv...

Recommendation
SC

Sai Chaitanya C

Product Strategy & BI Analytics

Worked with Sneha on different teams

Working as a Career Ambassador with Sneha at the Career Center has been a true delight. In addition to being a coworker, Sneha is a mentor and an inspiration. She is a great asset ...

Recommendation
KV

Karthikeyan Vedi

Principal Software Engineer at Bentley Systems

Managed Sneha directly

I had the privilege of mentoring Sneha during her early career in software development, and I was consistently impressed by her passion, dedication, and eagerness to learn. Sneha ...

Recommendation
MC

Mayur Charne

Software Development Manager at Eiris

Senior to Sneha

I had the pleasure of working with Sneha on several projects, where her expertise as a full-stack developer truly shines. Her deep knowledge of React and JavaScript transformed com...

Recommendation
YC

Yuchou Chang

Associate Professor at UMass Dartmouth

Sneha’s Teacher

I wholeheartedly recommend Sneha for her outstanding performance in my Visual Analytics course, where she earned an A+. Her project, the D3.js Document Cluster Visualizer, shows he...

Recommendation
VP

Vivek Parate

Lead Software Engineer at One Network Enterprises

Senior to Sneha

It is my pleasure to recommend Sneha Rangole for an internship program. I was a senior to Sneha at One Network Enterprises. During that period, Sneha proved to be bright, inquisiti...

Recommendation
AK

Anuja Kulkarni

Software Engineer

Worked with Sneha on the same team

I have worked with Sneha for over 3 years. I can vouch that she is the most helpful colleague I came across in my career beginning phase. She has good knowledge of technical skill ...

Recommendation
VB

VeerndranathReddy Bhumireddy

Global UX/UI & Product Design Leader

Senior to Sneha

It's rare to come across someone as motivated and enthusiastic as Sneha. Consistently went above and beyond to ensure that our team met its targets. Positive attitude and strong wo...

Recommendation