Building cool projects | SQL | Python | Machine Learning
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Personal-Finance-Dashboard
March 26, 2026 – Present
Advanced Excel dashboard for personal finance tracking — 7 sheets, 600+ SUMPRODUCT formulas, Power Query pipeline, VBA automation (PDF export, Outlook), KPI cards, dynamic charts & savings goal tracker. 2 years of realistic sample data included.
View ProjectBlackjack-Simulator
March 16, 2026 – Present
Python program which can simulate thousands of blackjack hands and keeps track of the total earnings. The player strategy can be modified to include decision tables and card counting.
View ProjectSentinel-AML-dashboard
March 10, 2026 – Present
Banks lose millions when compliance analysts miss deadlines. This dashboard ranks suspicious transaction alerts by breach risk — not arrival time — cutting SLA failures from 12% to under 4%. React · BA Portfolio Project.
View ProjectFlightOps-Delay-Intelligence
March 9, 2026 – Present
A MySQL-powered airline operations analytics system that detects SLA breaches, ranks carriers by on-time performance, and surfaces delay propagation patterns — built on real BTS (Bureau of Transportation Statistics) data structures.
View ProjectInferix-a-DockerProject
March 5, 2026 – Present
Inferix — Dockerized ML inference engine serving 2 scikit-learn models via Flask REST API. Multi-stage build, live web UI, and endpoints for Iris & Cancer predictions. Built for portfolio. 🐳
View ProjectFine-tuned-embeddings-for-legal-RAG-systems
March 1, 2026 – Present
Fine-tuned a sentence-transformer on legal domain data & built a dual RAG pipeline comparing it against a generic baseline. Achieved +31% context precision using ChromaDB, RAGAS evaluation, and t-SNE visualization. Python · LangChain · HuggingFace
View ProjectRAG-Flashcards
February 27, 2026 – Present
Next.js 14 flashcard app with 50 cards across 10 RAG topics — chunking, embeddings, vector stores, RAGAS evaluation & more. Features 3D flip animation, keyboard shortcuts, category filtering, per-topic progress tracking, and review mode.
View ProjectStock-Price-Picker
January 2, 2025 – Present
The Stock Price Tracker is a comprehensive Python-based tool for analyzing stock market trends and gaining insights into stock performance. It leverages the Alpha Vantage API to fetch real-time and historical stock data, processes the data with Pandas, and visualizes key technical indicators using Matplotlib.
View ProjectGlobal-Wildfire-Analysis-Modeling
December 16, 2024 – Present
Global Wildfire Analysis & Modeling merges NASA FIRMS fire data and Open-Meteo weather, assigning fires to countries. Visualize top fire locations, map brightness, and model intensity with Random Forest. Ideal for scientists, policymakers, and environmentalists. Extend with historical data or deep learning approaches for informed decisions.
View ProjectDynamic-Motion-Capturing
June 17, 2024 – December 17, 2024
Led a team to develop a real-time motion-capturing system using wearable technology for sports and healthcare applications. Designed sensor fusion algorithms and machine learning models to track joint angles, limb trajectories, and gait patterns. Created a real-time UI for instant analysis, enhancing motion accuracy and user feedback.
View ProjectCultural Fit Analysis
The candidate demonstrates a strong inclination towards data-driven problem-solving and innovation, aligning well with a data scientist role. The diverse range of personal projects, from healthcare to finance to environmental analysis, indicates curiosity and a broad interest in applying data science to real-world challenges. The project 'Sentinel-AML-dashboard' shows an understanding of business impact and compliance, which is a positive indicator for cultural fit in a results-oriented environment. However, the lack of team-based or collaborative project descriptions (beyond 'led a team' in one instance) makes it difficult to fully assess collaboration and teamwork aspects of cultural fit.
Soft Skills & Operational Fit
The candidate's project descriptions suggest an ability to lead (Dynamic-Motion-Capturing) and a focus on practical problem-solving (Sentinel-AML-dashboard, FlightOps-Delay-Intelligence). The variety of projects indicates a proactive and self-driven individual. However, without specific psychometric or English test results, a detailed assessment of soft skills and operational fit is limited.