Aspiring Product Leader, AI, Data Science, Machine Learning, Data Visualisation, UX
With a background in data management and analysis, product and UX, I want to pivot in AI with focus in Generative, Explainable AI, and Agent Worflows driven products. I am actively learning in this space and have hands-on projects in machine learning, and data science. I enjoy building practical tools that combine data insights with emerging technologies like Generative AI. I'm working in Python, Analytics, Generative AI and LLM integrations, creating prototypes and solutions that are both user-friendly and impactful.
My Area of Expertise
I'm good at Data Analysis, Data Science, Product, UI/UX design, and rapid prototyping.
Data Science
Python, Machine Learning, Forecasting Methods, Time Series Analysis
UX Design and Product Ideation
Design Thinking, Figma, Rapid Prototyping, Mobile App, Website Design
Rapid Prototyping
Mobile App, Website Design
Data Analysis
Exploratory Data Analysis, Statistical Analysis, Machine Learning
Data Visualisation
Building interactive Dashboards, Tableau
Advisory Consulting
Performance Frameworks, Product Management
My Work
Combination of client and academic projects and assignments, and hands-on practice projects
Haggis Hopper Taxi Business Insights
Academic Project Kin Karta Consulting . Urban Transport . Strathclyde UniversityComprehensive Data Analysis of taxi trip logs uncovering demand patterns, customer behavior, and geographic hotspots using advanced analytics. Built forecasting models and performed time series analysis to predict demand and drive data-informed resource allocation.
Walmart Black Friday Sales Analysis
Individual Assignment Scaler Academy . Walmart Data . Ecommerce IndustryConducted comprehensive analysis of Walmart's Black Friday sales data to identify purchasing patterns, customer behavior, and revenue optimization opportunities.
Proof Space
Product Ideation . Personal ProjectRevolutionizing tech hiring by prioritizing verifiable technical contributions over social engagement, creating a platform where developers trade performance metrics for visibility and recruiters discover talent based on impact rather than activity.
Website Teardown & UX Audit: Product Space PM Fellowship Website
Product Space Product Analyst . UX Strategist . UX ResearchTear down/UX audit and strategic redesign recommendations for Product Space PM Fellowship website.
Banking Client Issue Remediation Data Platform
Personal Project . Fictitious Banking Client Decision ManagementIn Ideation: End-to-End Banking Client Issue Remediation Data Platform with lifecycle of identifying, analyzing, and resolving customer-impacting issues for a retail bank, featuring SQL analysis, data visualization, and regulatory-ready documentation.
Credit Risk Prediction
Individual Assignment Scaler Academy . Loan Tap Data . FintechBuilt a credit risk prediction model using customers’ financial and employment attributes to predict creditworthiness and loan approval status.
AI-Powered DORA Metrics Analyzer: DevOps Analytics
Personal Project Software Engineering . DevOps . Personal ProjectPrototyping a Flask-based web app using LLM with Retrieval-Augmented Generation to analyze DORA metrics via natural language prompts, delivering industry-informed, context-aware insights for stakeholders.
Performance Management System for NSAR Operations
NSAR Academic Project Team University of Strathclyde . Capstone Project . United KingdomDeveloped performance management system for NSAR project team of Strathclyde using metrics causal maps and logic models, enabling Bayesian-network-driven performance tracking and data-informed decisions.
Strategic Advisory Consulting Proposal for District Heating Networks
Sustainable Glasgow University of Strathclyde . Capstone Consulting Project . United KingdomDeveloped a strategic advisory proposal to accelerate District Heating Networks, aligning with Net Zero goals.
Digital Retail Bank Launch Strategy leveraging BaaS (Banking-as-a-Service)
Synpulse Consulting University of Strathclyde . Consulting . Group Project . United KingdomDelivered a launch strategy for a fictitious digital retail bank leveraging BaaS (Banking-as-a-Service), focusing on vendor evaluation, regulatory alignment, and digital-first product design.
Compliance Management System
Client Project Application UX Redesign . Product Ideation . Mobile App . iPad . iOS · UX-UI ConceptRedesign concept for an organization's outdated Compliance Management System, aimed at improving usability and enabling assessment recording via iPads and iPhones for field accessors.
Pet Me
Personal Project . Fun UI Exploration . Figma Practice Product Ideation . Mobile App · Hybrid . UX-UI ConceptDesigned a mobile app concept for pet care management for pet owners and pet care service providers, enabling pet owners manage grooming, adoption, and scheduling.
BobaBean
Personal Project . Fun UI Exploration . Figma Practice Product Ideation . Mobile App · Hybrid | TabletBobaBean is a mobile app concept for a boutique vegan café, designed to let coffee lovers customize their brew soul-deep. It recreates the cozy, intuitive feel of in-store ordering through playful layouts and tactile interactions. A fun UI exploration and Figma practice, the project reflects the café’s warm personality.
Boards and Paddles
Personal Project . Fun UI Exploration . Figma Practice Product Ideation . Mobile App · HybridBoards and Paddles is a concept platform designed to build a vibrant community of ocean sports enthusiasts. It focuses on making events, reviews, and themes more engaging and accessible for fun-loving, curious users.