Hi! I'm an aspiring AI Engineer & Data Analyst,
passionate about building AI solutions and leveraging data to unlock potential.
AMBRISH
MUNIRAJU
MSc Business Analytics • Queen's University Belfast
ABOUT ME
Hi, I’m Ambrish Muniraju. I’m an aspiring Data Analyst who believes that data is only as good as the action it inspires.
I don’t just crunch numbers, I build systems that make data useful. My passion lies in bridging the gap between traditional analysis and modern AI. Whether I’m querying a database with SQL, visualising trends in Tableau, or building custom AI agents with LangChain to chat with data, my goal is always the same "to find the insight that matters".
I’m also big on efficiency. I love using tools like n8n too
EXPERIENCE
Professional experience in analytics and business operations.
Technical Business Analyst
FLTY Services
Bridged the gap between business stakeholders and engineering teams by translating complex requirements into detailed technical specifications, resulting in increase in sprint velocity.
Sales Assistant
JD Sports
Customer experience and retail operations in a fast-paced environment.
Operations Analyst
Construction Firm
Digitized workforce records and created cost analysis dashboards.
EDUCATION
Academic foundation in business analytics and commerce.
MSc Business Analytics
Queen's University Belfast
Graduated with Merit. Specialized in predictive analytics, machine learning, and data visualization techniques.
Bachelor of Commerce
Bangalore University
Graduated with 86.5%. Strong foundation in business fundamentals, accounting, and economics.
PROJECTS
Data science projects showcasing machine learning, analytics, and database design.
EstatesLLM
"Chat with Database" AI tool. Ask natural language questions about properties and commissions. Powered by LangChain, Groq (Llama 3) & PostgreSQL.
Movie Success Factor Analysis
ML analysis (XGBoost, Random Forest) on an IMDb dataset. Found success factors like genre and runtime combinations.
AI Crypto ETL Pipeline
Intelligent ETL pipeline using n8n that fetches crypto market data, identifies volatile coins, and uses AI to analyze price movements.
Customer Review Sentiment Analysis
Analyzing customer review patterns to determine sentiment polarity using NLP.
Patient Churn Prediction
Predicting patient churn using advanced machine learning models to improve healthcare retention.
Employee Attrition Analysis
Comprehensive dashboard analyzing employee attrition, performance metrics, and demographics to drive retention strategies.
FEATURED ACHIEVEMENTS
1st Prize Winner – Hack the Future 2050 (Project MindLens)
Objective: Engineered a real-time visual processing system for AR smart glasses to mitigate visual sensory overload for Traumatic Brain Injury (TBI) survivors.
Innovation: Developed dynamic visual filters (vignette, peripheral blur, etc.) grounded in neuroscience research. We built a patient-centric UI with a "comfort slider" to control exposure levels, addressing a critical gap in concussion rehabilitation.
SKILLS
Tools and technologies I use to transform data into insights.
Artificial Intelligence & Automation
Generative AI
LangChain, Prompt Engineering, Large Language Models (LLMs)
Workflow Automation
n8n (API Integration, Automated Data Pipelines)
Deep Learning
Natural Language Processing (NLP)
Data Science & Machine Learning
Machine Learning
Scikit-learn, XGBoost, Model Interpretability (SHAP)
Languages
Python (Pandas, NumPy), R (ggplot2, dplyr, tidyr)
Specialization
Exploratory Data Analysis (EDA), Statistical Modeling
Data Infrastructure & Visualization
Database Management
SQL (MySQL, PostgreSQL), Data Governance
Data Visualization
Tableau, Interactive Dashboards
LET'S CONNECT
Interested in collaborating or have a question? Feel free to reach out or chat with my AI twin!
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