Open to AI/ML engineering roles · Hyderabad, IN

Siddardha Shayini
builds systems that notice things.

I'm an AI/ML engineer working across computer vision and generative AI — from a real-time wildlife-conflict detection system published in IEEE Xplore, to offline-first AI companions that don't depend on a network connection. I care more about whether a system holds up under real conditions than whether the demo looks good.

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GitHub GitHub LinkedIn LinkedIn IEEE Xplore IEEE Xplore Google Scholar Google Scholar ORCID ORCID

24 projects logged
1 IEEE Xplore publication
5 internships
Siddardha Shayini
About

Software developer, AI/ML engineer

I graduated with a B.Tech in CSE (AI & ML) from Vignan Institute of Technology and Science, Hyderabad, and I'm currently looking for my first full-time role in AI/ML engineering. WildGuardAI, my flagship project, predicts human–wildlife conflict in real time by analyzing detection, movement, and proximity from camera-trap-style footage — the work was published in IEEE Xplore.

Most of what I build tries to work with real constraints: JivanMitra and my research-agent projects run fully offline, because I'm more interested in systems that hold up without a safety net than ones that only work with an API key and a stable connection.

Field Record

Experience

EDU

B.Tech, CSE (AI & ML)

Vignan Institute of Technology and Science, Hyderabad · 2022–2026 · CGPA 7.72/10.00
LOG-01

AIML Intern — Elevate Labs

May 2025 – Jun 2025 · Remote

Contributed to hands-on AI/ML projects and tasks, building practical experience across the model development workflow.

LOG-02

Web Development Intern — CollegeTips.in

Apr 2025 – May 2025 · Remote

Built interactive web platform features and visual content. Researched AI-driven ideas for recruitment tools and chatbots, and wrote reports and content for the platform.

LOG-03

AI Engineer Intern — Infosys Springboard

Feb 2025 – Apr 2025 · Remote

Built a smart electricity demand & price forecasting system using Facebook Prophet time-series models, reaching ~95% accuracy on real market datasets. Developed the Flask backend and a Tailwind-styled UI for dynamic date-range inputs with real-time forecast visualization.

LOG-04

AI Engineer Intern — YBI Foundation

Dec 2024 – Jun 2025 · Remote

Developed an Air Quality Prediction System for Indian cities using Random Forest Regression on PM2.5, PM10, and NOx pollutant data, reaching ~96% AQI category accuracy. Built interactive CLI visualizations and data pipelines across multiple city datasets.

LOG-05

Python Developer — YBI Foundation

Oct 2024 · Remote

Built a movie recommendation engine suggesting personalized picks based on user preferences and historical data — the earliest version of what's now the Movie Recommendation System project in the archive below.

Instrumentation

Skills

Languages
Python JavaScript Java C C++ HTML/CSS
AI / ML
TensorFlow scikit-learn LLMs RAG NLP Prompt Engineering Vector Embeddings YOLOv12n BoT-SORT Kalman Filter
Frameworks & Tools
Flask LangChain Node.js Streamlit Git / GitHub SQLite SQL / NoSQL Vector Databases
Other
REST APIs Data Analysis Databricks Fundamentals Time-Series Forecasting Deep Learning Flutter (basics)
Certifications
TCS iON NQT (IT) — Qualified Oracle Agentic AI Foundations Associate Oracle Certified Foundations Associate NPTEL — Programming with Generative AI Coursera — Cloud ML Engineering & MLOps
Case Files

Featured Work

LOG-01 · Aug 2025–Jun 2026 IEEE Xplore · Published

WildGuardAI

Deep learning system using YOLOv12n, BoT-SORT, and a Kalman Filter to detect animals crossing forest boundaries from live camera feeds. Flask backend with SQLite and GPS-based alerting notifies forest officers and villagers before dangerous encounters happen. Published in IEEE Xplore as "Wild Guard AI: Real-Time Wildlife Conflict Prediction" (2026).

YOLOv12n BoT-SORT Kalman Filter Flask SQLite
Explore on GitHub →
LOG-02 · Jul 2025–Present Active Development

JivanMitra

Offline, voice-only AI caretaker for elderly users in India. Uses LangChain RAG, LLMs, and NLP to hold context-aware, multilingual conversations in local languages, without depending on a stable internet connection — built for accessibility, not tech fluency.

LangChain RAG NLP Multilingual
Explore on GitHub →
LOG-03 · Dec 2025–Mar 2026 Offline Rewrite

Offline Deep Research Agent

A research agent that reads and reasons over documents entirely offline. Rebuilt on Ollama and Mistral after the original API-dependent version proved too fragile for reliable local use.

Ollama Mistral LangChain
Explore on GitHub →
LOG-04 · Jan–Apr 2025 ~93% Accuracy

Cyber Crime Forecasting & Analysis in India

Streamlit dashboard forecasting cybercrime trends across Indian states using ARIMA and Polynomial Regression, reaching ~93% accuracy, to support awareness and policy planning.

ARIMA Polynomial Regression Streamlit
Explore on GitHub →
Full Archive

19 More Projects

GenAI & NLP

Personal Research Assistant — Offline Agentic AI

Offline research assistant using RAG, local embeddings, ChromaDB, and Ollama Phi-3 to analyze PDFs with multi-step reasoning.

RAGChromaDBOllama
Explore →
GenAI & NLP

JivanMitra: Your AI Elder Companion

An earlier, voice-first iteration of JivanMitra designed to support elderly users in India.

Voice AILangChain
Explore →
Web & Apps

Voice-Controlled Virtual Wheelchair

Hands-free navigation through voice commands in an immersive 3D browser environment, built for accessibility.

Web Speech API3D
Explore →
Data & ML

Visual EEG Pattern Synthesis & Recognition

Analyzes and generates EEG signal patterns using deep learning techniques.

Deep LearningSignal Processing
Explore →
Computer Vision

2D to 3D Converter

Converts photos or text prompts into downloadable 3D models using open-source AI/ML libraries.

Generative 3DStreamlit
Explore →
Web & Apps

Pokemon Explorer

Search, filter, and browse Pokémon by type and detail using the PokéAPI.

StreamlitREST API
Explore →
Data & ML

Electricity Demand & Price Forecasting

Predicts future electricity demand and price from historical data through a modern interface.

ForecastingML
Explore →
Data & ML

Smart Weather Advisor

Personalized recommendations based on real-time weather conditions to help users make informed decisions.

Weather APIStreamlit
Explore →
GenAI & NLP

Digital Literacy Companion

A chatbot designed to help parents and elderly users navigate the digital world with confidence.

ChatbotStreamlit
Explore →
Data & ML

Classification Algorithms on Heart Disease Indicators

Evaluates and compares classification algorithms on the Indicators of Heart Disease dataset.

Classificationscikit-learn
Explore →
Data & ML

Data Analysis & ML Algorithms in Python

A reference implementation of core data analysis and machine learning algorithms in Python.

PythonML
Explore →
Data & ML

Movie Recommendation System

Suggests movies based on user preferences using the Nearest Neighbors algorithm.

Recommender Systems
Explore →
Web & Apps

FashionMate

Showcases fashion trends and lets users create personal style boards.

Web App
Explore →
Data & ML

Medical Data AI — Vault

A scalable graph database system for secure healthcare data management with AI-powered insights.

Graph DBHealthcare
Explore →
Web & Apps

Occasion-specific Stylist AI

Personalized fashion recommendations based on event details.

Recommendation
Explore →
Web & Apps

Expense Tracker

An easy-to-use income and expense tracking app.

Web App
Explore →
Web & Apps

Interior Design Showcase

Browse stylish interior design ideas to inspire and enhance living spaces.

Web App
Explore →
Web & Apps

Flashcard App

A flashcard app for efficient learning, with customizable cards and export options.

Web App
Explore →
Web & Apps

Flutter Experiments

Flutter concepts including animations, API integration, and responsive design.

FlutterDart
Explore →
Outside of engineering, I write — including Life's Odyssey, a personal reflection on growth and legacy.
Verification

Research & Profiles

GitHub Google Scholar ORCID IEEE Xplore Semantic Scholar
Get In Touch

Contact

Gmail LinkedIn Resume ↗