PRIYANSHU
KUMARPRIYANSHU KUMAR
WHOAMI?
Hey there! I'm Priyanshu, a data enthusiast fascinated by the stories hidden in numbers. I believe we're swimming in data but often missing the meaningful connections. That's where I come in – turning complex information into "aha!" moments that actually matter.
My journey has taken me from traditional analytics to the exciting world of generative AI, where I'm currently exploring how machine learning can solve real human problems. There's something magical about teaching machines to understand us better, isn't there?
What drives me? Curiosity. I can't help but ask "how?" and "why?" until I get to the heart of things. This mindset has helped me adapt across different industries and collaborate with all kinds of brilliant minds.
When I'm not geeking out over data patterns or fine-tuning AI models, you'll find me brainstorming with others – because the best insights often come from unexpected conversations.
Want to chat about data, AI, or how they can transform your ideas? Let's connect!
WHATCANIDO
Data + Analytics
I turn chaos into clarity.
From messy datasets to meaningful dashboards, I build ETL pipelines that matter and surface insights that move the needle. I use SQL, Python, Power BI, and AWS to make decisions easier and data trustworthy.
GenAI Explorer
I don't just study GenAI—I build with it.
From tuning LLMs to wiring up vector databases, I've worked on GenAI projects both academically and hands-on. I keep building, testing, and iterating through each wave of innovation.
Creative Systems Thinker
I build systems that lift people.
I thrive on open communication, diverse perspectives, and structured thinking. Whether I'm breaking things to understand them or simplifying complexity, I care about clarity, efficiency, and people feeling heard.
Vibe Builder
I build with flow, fun, and fire.
Whether crafting MVPs or generating content with AI, I vibe with modern tools. I use the latest technologies to fine-tune ideas and keep exploring what's next—with speed, soul, and curiosity.
Data + Analytics
I turn chaos into clarity.
From messy datasets to meaningful dashboards, I build ETL pipelines that matter and surface insights that move the needle. I use SQL, Python, Power BI, and AWS to make decisions easier and data trustworthy.
GenAI Explorer
I don't just study GenAI—I build with it.
From tuning LLMs to wiring up vector databases, I've worked on GenAI projects both academically and hands-on. I keep building, testing, and iterating through each wave of innovation.
Creative Systems Thinker
I build systems that lift people.
I thrive on open communication, diverse perspectives, and structured thinking. Whether I'm breaking things to understand them or simplifying complexity, I care about clarity, efficiency, and people feeling heard.
Vibe Builder
I build with flow, fun, and fire.
Whether crafting MVPs or generating content with AI, I vibe with modern tools. I use the latest technologies to fine-tune ideas and keep exploring what's next—with speed, soul, and curiosity.
PROJECTS
View All on GitHubHEALTHCARE PROVIDER FRAUD DETECTION
FROM BLANK CANVAS TO DIGITAL MASTERPIECE
AI DASHBOARD
BITBOT
HEALTHCARE SALES DASHBOARD
STOCK PORTFOLIO OPTIMIZATION
FORECASTING BLOOD GLUCOSE LEVEL
HEALTHCARE PROVIDER FRAUD DETECTION
An advanced machine learning system that helps detect fraudulent healthcare providers by analyzing medical claims data. Using XGBoost and SHAP, it provides real-time fraud risk assessment with explainable AI, helping insurance companies and healthcare organizations identify potentially fraudulent behavior through an interactive Streamlit dashboard.
FROM BLANK CANVAS TO DIGITAL MASTERPIECE
The story of vibe coding, AI collaboration, and why the future of development is more creative than you think. A deep dive into building a personal portfolio using modern AI tools.
AI DASHBOARD
Interactive Tableau dashboard exploring AI's impact on industries, employment, and society. This project showcases data visualization techniques to present complex AI trends clearly.
BITBOT
AI-Powered Cryptocurrency Guide. BitBot is a chatbot designed to help users understand cryptocurrency in simple terms, leveraging multiple LLMs and RAG for accuracy.
HEALTHCARE SALES DASHBOARD
Interactive Excel dashboard analyzing healthcare sales performance against yearly targets. Tracks revenue and covered lives using advanced Excel features for data-driven insights.
STOCK PORTFOLIO OPTIMIZATION
Engineered a data-driven stock portfolio optimization framework using Python, Modern Portfolio Theory (MPT), and Monte Carlo simulations to balance risk-return tradeoffs.
FORECASTING BLOOD GLUCOSE LEVEL
Time series analysis project focused on forecasting blood glucose levels using ARIMA and SARIMA models. Implemented advanced time series techniques to predict glucose fluctuations.
EXPERIENCE
Gen AI Engineer
Built a Vicuna-based RAG system that improved clarity by 20% and reduced latency by 15%.
Key Achievements
- Constructed Vicuna-based RAG pipelines and integrated ChromaDB for vector search, cutting retrieval time by 15%
- Enhanced document embedding to raise answer clarity by 20%
- Built an evaluation harness with BERT and ROUGE to monitor semantic relevance
- Led data-driven team analysis on crypto-strategy datasets, surfacing insights for risk mitigation
Tech Stack
Data Analyst
Revamped the company's SQL data-collection system, doubling data accuracy (↑ 100%) and cutting weekly preprocessing time by 10 hours.
Key Achievements
- Revamped SQL pipelines and validation rules, boosting data accuracy by 100%
- Applied R statistical techniques to optimise operations and guide strategic decisions
- Built Power BI dashboards that surfaced KPIs for marketing & leadership teams
- Refined data-collection protocols, lowering entry errors 15% and saving 10 h/week in preprocessing
Tech Stack
Data Analyst Intern
Built a Python player-ranking algorithm that boosted model precision by 70% and a Flask web interface that increased user engagement by 25%.
Key Achievements
- Implemented Python-based player-ranking algorithm, raising precision 70%
- Developed Flask interface with K-means clustering, lifting engagement 25%
- Streamlined SQL processes, cutting data errors 60% and improving downstream reliability
Tech Stack
EDUCATION
University of Connecticut
M.S in Business Analytics and Project Management
GPA: 3.76/4.0
Maharashtra Institute of Technology
Bachelor's in Electrical Engineering
GPA: 3.29/4.0
CERTIFICATIONS
