Hi, I'm Munazzah Rakhangi
Software developer & ML Engineer
Building intelligent healthcare solutions with AI/ML expertise and full-stack development skills
About Me
Graduate student in Artificial Intelligence with a track record of turning complex data and half-formed ideas into reliable, user-friendly software.
Skilled in building scalable, maintainable products across ML, data engineering, and full-stack development—pairing clear UX with a prototype-to-production mindset. I thrive in fast-moving, collaborative teams, translating ambiguous problems into scoped deliverables and iterating based on evidence. Comfortable with Python/SQL, JavaScript/TypeScript (React), and AWS; especially motivated by healthcare, analytics, and other data-rich domains.
Machine Learning & AI
Expertise in ML pipelines, predictive analytics, and AI model development
Data Engineering
Proficient in data pipelines, ETL processes, and database optimization
Full Stack Development
React, TypeScript, Python, SQL with cloud deployment expertise
Collaborative Leadership
Experience in fast-moving teams with clear communication and iterative development
Experience
My professional journey and key accomplishments
Team Lead and Full stack developer
Open Source with SLU
- Architect end-to-end system design across frontend, backend, API, and ML modules
- Engineer React.js frontend with Tailwind CSS and multi-language support using react-i18next
- Design FastAPI/Node.js backend with PostgreSQL and JWT authentication for secure user management
- Direct API integration and establish GitHub workflows (branching, PRs, code reviews, CI)
- Collaborate on ML modules (Heart Risk Prediction, Prescription Detection) for predictive analytics integration
Data Analyst
Excelerate Data Visualization Internship
- Analyzed Facebook ad campaigns using Google Sheets, Power BI, and Excel to uncover engagement trends
- Optimized budget allocation by evaluating campaign performance, improving efficiency by 15%
- Created interactive dashboards and reports for strategic decision-making using Power BI and Excel
Application Engineer
Newgen Software Technologies
- Enhanced SmartGBO transaction software for ICICI Bank, improving user experience using Java, JavaScript, and Apache Tomcat
- Collaborated on design and testing to boost system efficiency and reduce errors with Oracle Database and SQL
- Conducted root-cause analysis, reducing recurring defects by 20% through automated testing and debugging
- Debugged code and analyzed logs to identify and fix performance bottlenecks using JIRA and Git
Skills
My expertise and technical proficiencies
Languages
Frontend Technologies
Backend & APIs
Databases
Machine Learning & AI
ML Techniques
Data Analysis
Tools & Platforms
Methodologies
Projects
A selection of my personal and Academic projects
Predictive Analytics for County-Level Poverty in Florida
Visualized poverty and SNAP trends in 67 Florida counties, identifying a 15% poverty rise over 10 years. Built ARIMA and linear models, improving prediction accuracy by 22%.
Model Stealing Attacks on Multi-modal Model
Extracted surrogate models with 85%+ accuracy using CLIP pipelines on black-box AI systems. Found vulnerabilities in 70%+ of ResNet-18 test cases on CIFAR-10.
Warfarin Dosing Prediction Using Machine Learning
Built and tested multiple ML models (KNN, RF, SVR, FNN), improving dose prediction accuracy by 18%. Enhanced data quality and reduced errors by 25% through extensive cleaning.
Weekly Deals Emailer
TypeScript/Node automation that turns retailer deal data into branded weekly emails. Ingests JSON datasets, normalizes and stores them in Supabase, applies user preferences, and renders accessible HTML templates.
Open Source Contributions
Projects I've contributed to in the open source community
TheHealthApp
A comprehensive healthcare application designed to improve patient care and streamline medical processes. Features include patient management, appointment scheduling, and health analytics.
Education
My academic background and qualifications
Master's of Science in Artificial Intelligence
Saint Louis University (Jan 2024 - Dec 2025)
Saint Louis, MO, USA
Pursuing an advanced degree in Artificial Intelligence with a focus on machine learning, deep learning, natural language processing, and AI applications in healthcare. Gaining expertise in cutting-edge AI technologies and research methodologies that drive innovation in intelligent systems and predictive analytics.
Bachelor of Engineering in Electronics and Telecommunications
A.C Patil College of Engineering (2017 - 2021)
India
Completed undergraduate studies in Electronics and Telecommunications with a strong foundation in engineering principles, mathematics, and analytical thinking that prepared me for advanced studies in artificial intelligence and machine learning.
Get In Touch
Have a project in mind or want to discuss opportunities? I'd love to hear from you!