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neville624/README.md

Hi, I'm Siddardha Beemanapelli

Aspiring AI Generalist, Data Analyst, and Developer building practical solutions with Python, machine learning, data, and automation.

I am a B.Tech Computer Science Engineering student specializing in Artificial Intelligence and Machine Learning at Narsimha Reddy Engineering College, Hyderabad, with an expected graduation year of 2027. I am interested in applied artificial intelligence, data science, intelligent systems, and research-driven product development.

My approach is ambitious but practical: learn deeply, build working projects, communicate clearly, and turn real-world problems into useful technology.

Featured project

An evidence-first AI-assisted platform that reviews public GitHub repositories for recruiter readiness, documentation quality, engineering hygiene, and discoverability. It combines transparent scoring, verified evidence, saved review history, Markdown exports, secure server-side Gemini summaries, and a deterministic fallback when AI is unavailable.

A defensive cybersecurity intelligence workspace for triaging authorized network-flow CSVs and prioritizing public vulnerability records. It combines transparent anomaly signals, live CISA KEV context, focused NVD CVE lookups, evidence-led Markdown briefs, tests, and explicit analyst-safety boundaries.

A multilingual digital agriculture dashboard that brings weather, crop monitoring, irrigation guidance, market prices, buyer connections, farm records, government schemes, loans, insurance, and decision support into one farmer-oriented experience.

Recognition: Runner-up / second place at the Narsimha Reddy College Project Expo, where I led a five-member team. The repository includes the project source, implementation documentation, and award evidence.

Selected projects

Project What it demonstrates
ThreatLens β€” Cybersecurity Intelligence Copilot Defensive security analytics, explainable anomaly rules, public CISA KEV and NVD integration, Streamlit product design, data provenance, safety boundaries, documentation, and CI testing.
Repo Radar β€” GitHub Reviewer Agent AI-agent workflow design, GitHub API integration, transparent rule engines, grounded Gemini reporting, authentication, database persistence, tests, and polished full-stack product engineering.
Fraud Risk Intelligence Imbalanced fraud classification, anomaly detection, threshold analysis, batch event replay, risk monitoring, and responsible-AI framing.
Student Performance Predictor Classical machine learning, feature preprocessing, model comparison, evaluation metrics, Streamlit deployment, and responsible prediction boundaries.
Apna Kisan Connect React-based dashboard design, farmer-focused UX, multilingual support, decision-support workflows, and team leadership.
AI Marketing Automation Python-based automation concepts, generative AI, ChatGPT API concepts, content workflows, and AI-assisted business operations.

Skills and current focus

Area Technologies and interests
Programming and data Python, pandas, data analysis, Apache Spark
AI and machine learning TensorFlow, Scikit-learn, machine learning, anomaly detection, generative AI, prompt engineering
Modern AI systems LLMs, retrieval-augmented generation, AI-agent workflows, grounded AI reporting, explainability, responsible AI, defensive security analytics
Cloud and development AWS Cloud fundamentals, React, TypeScript, Streamlit, Git, GitHub, GitHub Actions
Research interests Artificial intelligence, data science, intelligent systems, applied AI, AI-driven innovation
Professional strengths Problem solving, curiosity, communication, team leadership, experimentation

Certifications and learning

  • AWS Cloud Practitioner β€” 2024
  • Google Fundamentals of Digital Marketing β€” 2024
  • HubSpot Academy Inbound Marketing Certification β€” 2024
  • Meta Blueprint Digital Marketing Associate β€” 2024
  • OutSkill AI Foundations β€” 2025
  • Certificate of Participation, 5-Day Workshop-cum-Hackathon on Artificial Intelligence and Cybersecurity, AIMER Society and Narsimha Reddy Engineering College β€” 25–29 July 2025

Recognition and leadership

  • Runner-up / second place at the Narsimha Reddy College Project Expo for Apna Kisan Connect.
  • Led a five-member project team through development and presentation.
  • Participated in online hackathons and coding competitions to strengthen problem solving under time constraints.
  • Built and experimented with AI automation workflows, chatbots, and AI-assisted systems for practical applications.

Languages

Telugu β€” Native Β· Hindi β€” Fluent Β· English β€” Professional

Connect with me

LinkedIn Β· GitHub

I am open to internships, entry-level opportunities, research-oriented collaborations, and conversations about applied AI, data analysis, automation, and software development.

Profile goals

I am currently strengthening my foundations in data analysis, machine learning, Apache Spark, software development, and production-minded AI systems. I value honest progress, consistent project work, and opportunities where I can learn from experienced teams while contributing meaningfully.

Popular repositories Loading

  1. apna-kisan-connect apna-kisan-connect Public

    Multilingual digital agriculture dashboard for weather, crops, irrigation, markets, buyers, schemes, and farm decisions.

    JavaScript

  2. neville624 neville624 Public

    Siddardha Beemanapelli's developer profile and featured projects

  3. insightforge-ai-analyst insightforge-ai-analyst Public

    Transparent AI-assisted CSV analysis app for profiling, data quality, anomalies, visual exploration, and analyst questions.

    Python

  4. student-performance-predictor student-performance-predictor Public

    Explainable early-warning student performance predictor with scikit-learn, Streamlit, and responsible AI framing.

    Python

  5. fraud-risk-intelligence fraud-risk-intelligence Public

    Imbalanced fraud detection, anomaly monitoring, event replay, and risk dashboard with Python and scikit-learn.

    Python

  6. repo-radar-github-reviewer-agent repo-radar-github-reviewer-agent Public

    Evidence-first GitHub repository reviewer with transparent scoring, grounded AI reports, and saved audit history.

    TypeScript