Practice for the Zifo and Zoho assessments, plus coursework notes. Resume (Zoho)
NLP Text Classifier — Streamlit app Fake News Detector and Sentiment Analyzer in one app.py: sidebar to switch models, paste text, get Real/Fake or Positive/Negative with a confidence score. TF-IDF + Logistic Regression. PCOS Repurposing Brief Static team brief for the Big Data mini proposal: why PCOS, data sources with sizes, the honest scale argument, pipeline, methods, validation, expansions. Proposal Workbench — Big Data mini proposal Drug-target interaction mining for drug repurposing: disease choice, real dataset sizes and record shapes, a scale check, scoring methods, rubric, and your own draft with export. CS Fundamentals Cheat Sheet OS, networks, OOPS, DBMS, 8085/8086 and digital logic on one page, with the traps the Round 2 MCQs use. Zoho Prep Room Round-by-round practice: C output and aptitude drills, timed mock, coding problems with an in-browser Python runner, machine-round build briefs, NLP flashcards, interview drills. Zoho Drive Plan — Oct 2026 17-day schedule for the ZLabs DevOps drive: round structure, reality check, daily tasks, and the rules learned from people who failed. Drill Room Timed aptitude, the multitasking round, science MCQs, essays, DSA and SQL. Tracks a streak and your weakest topics. Deep Learning — Units II and III DNNs, activations, losses, optimizers, CNNs, RNNs, LSTM, GRU and bidirectional layers, with interactive demos. Pharmacogenomics — CIA II Master Pack Hydroxyurea & sickle cell, neurodegenerative, schizophrenia, depression, bipolar. Notes, flowcharts, worked numericals, a 75+ question bank and the solved Sep-2025 paper.