Featured Projects
A mix of production systems, machine-learning research, and full-stack tools — built across coursework, internships, and side projects.
JobFlow
AI-powered resume tailoring for every application
Intelligent job application tool with 8-step AI pipeline that generates ATS-optimized resumes and personalized cover letters from any job posting URL.
8-step pipeline with keyword matching, relevance scoring, and ATS optimization
Time-Series Retail Sales Forecasting
Global-pool ensemble for daily retail sales
End-to-end forecasting pipeline (validation → EDA → features → baselines → ML → ensemble → report) on a year of daily retail sales for a small business client. Implements the global-pool approach from Montero-Manso & Hyndman (2021).
24% RMSE improvement over seasonal-naive baseline
La Liga Ranking
Team ranking from match-result averaging
Ranked all 20 teams of the 2021-22 La Liga season from 760 match records. Encoded wins/draws/losses, pivoted into a team-vs-team matrix, and computed per-opponent average performance. Team project.
Top 4 within 1 position of actual final standings
Heart Disease Prediction
Clinical prediction model
Cardiovascular risk assessment on the UCI Heart Disease dataset. Team project with Jenisha Shrestha; compared multiple classifiers, with Logistic Regression emerging as the most promising.
0.152 misclassification rate (Logistic Regression)
Combining technical depth with customer-facing experience.
I'm a Data Science student at the University of Colorado Boulder (graduating May 2027), currently working as a Data Science Intern at PCH Tech Solutions on the Gadi AI ride service platform. With nearly five years of experience as a Service Writer at Walmart Auto Care Center, I bring a unique perspective combining technical expertise with customer-facing problem solving.
My work focuses on machine learning, statistical modeling, and full-stack development. I'm currently advancing my SQL skills and pursuing an additional data science certification to complement my IBM SkillsBuild Enterprise Design Thinking Practitioner certification. Coursework includes Time Series Analysis, Machine Learning, Deep Learning, and Statistical Modeling.
As a fluent speaker of Nepali, Hindi, and English, I bring cultural awareness and diverse perspectives to my work. Beyond data science, I'm passionate about soccer, basketball, hockey, running, and reading. I previously served as Member Engagement & Event Co-coordinator for the Nepalese Student Association at CU Boulder, leading an event with 700+ attendees.
Tech Stack
Languages
- PythonProficient
- RProficient
- SQLIntermediate
- ExcelProficient
Frameworks
- Next.js
- Flask
- FastAPI
- React
Data Tools
- TableauIntermediate
- Power BIIntermediate
ML / AI
- Scikit-learn
- Claude API
- Pinecone
Databases
- PostgreSQL
- SQLite
Let's Connect
Open to data science internship opportunities, research collaborations, and interesting problems.
- Emailmanasacharya2004@gmail.com
- LinkedInmanas-acharya-969702379
- GitHubacharyaww
- LocationLafayette, Colorado