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MNIST_Neural_Network_from_Scratch
April 24, 2026 – Present
From-scratch implementation of a Multilayer Perceptron (MLP) in Python (NumPy) for MNIST classification, featuring manual forward/backpropagation, GD vs Adam comparison, and a simple Streamlit UI.
View ProjectNatural_Language_Processing_Tutorial
April 7, 2026 – Present
A comprehensive collection of Jupyter notebooks covering NLP concepts from basics to advanced topics.
View ProjectComplete_EDA
April 7, 2026 – Present
A comprehensive collection of Jupyter notebooks covering Exploratory Data Analysis techniques using Python libraries like Pandas, Matplotlib, Seaborn, and Pandas Profiling.
View ProjectSAR_Platforms_for_banks
April 7, 2026 – Present
SAR Platform is an AI-powered system that automatically generates regulator-ready Suspicious Activity Reports (SARs) for banks. It uses an XGBoost model to classify transactions (GREEN/AMBER/RED) and routes high-risk cases through a 6-agent pipeline (Ingestion → Risk → Narrative → Compliance → Audit → Human Review), with full traceability in Neo4j.
View ProjectTriovaHealth_for_ChronicPatients
April 7, 2026 – Present
TRIOVA Health Platform is an AI-powered healthcare system for chronic patients that enables appointment booking with calendar integration, intelligent medical record querying (RAG), automated medication reminders from prescriptions, AI-based symptom triage, and a health dashboard with vitals tracking and insights.
View ProjectAgriAI_for_farmers
April 7, 2026 – Present
AI-powered smart farming system with specialized agents, live weather/market data, disease detection via Groq Vision, multilingual support, and an admin verification portal. Built with FastAPI + React.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards AI and data science applications, aligning well with a Data Scientist role. The diversity of projects (finance, healthcare, agriculture) indicates adaptability and a broad interest in applying AI solutions across different domains. However, the projects are all personal, which might suggest a lack of experience in collaborative, production-level environments, potentially impacting cultural fit in a team setting. The absence of professional experience or education makes it difficult to fully assess cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.