Skip to content
View Tanya290's full-sized avatar
  • Lovely Professional University CSE-AI and Data Engineering
  • Hyderabad
  • 10:59 (UTC +05:30)
  • LinkedIn in/tanya-payyadakkath

Block or report Tanya290

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Tanya290/README.md
Animated AI/ML heading

Tanya Nair

AI/ML Engineer · Intelligent Systems · Applied Machine Learning


👩🏻‍💻 About Me

I'm a Computer Science and Engineering student at Lovely Professional University, specialising in Artificial Intelligence & Data Engineering, with hands-on experience in AI/ML projects, data analytics, preprocessing, and application development.

I enjoy exploring how machine learning, computer vision, NLP, and data engineering can come together to solve practical problems.

  • 🤖 Exploring machine learning, model evaluation, and applied AI.
  • 🧠 Building projects involving computer vision, NLP, and retrieval-augmented generation.
  • 📊 Working with data processing, exploratory analysis, and predictive modelling.
  • ☁️ Exploring cloud-based AI workflows and API-driven applications.
  • 🎯 Focused on strengthening my Python, SQL, and AI/ML engineering skills.

🧠 AI & ML Focus

AI and ML areas of focus
Area Focus
Machine Learning Classification, predictive analytics, feature analysis, model evaluation
Computer Vision Image classification, object detection, traffic-scene understanding
NLP Text processing, named-entity recognition, language-model applications
Generative AI Embeddings, semantic retrieval, document-based question-answering
Explainable AI Understanding model predictions and feature importance
Data Analytics Data cleaning, EDA, statistical analysis, dashboard reporting

⚙️ Tech Stack

Languages
Data Science
ML Frameworks
Computer Vision & NLP
Generative AI
Backend & Databases
Cloud & Developer Tools

💼 Experience

AI Engineer Intern — Racing Ahead IT Pvt Ltd

2026

  • Performed data preprocessing and exploratory analysis on business datasets using Python, Pandas, and NumPy.
  • Contributed to KPI and exception-detection logic for workforce analytics.
  • Worked with FastAPI, React, SQLAlchemy, and SQLite.
  • Developed analytics dashboards for workforce utilisation and operational monitoring.
  • Maintained documented code and version-controlled work using Git and GitHub.

Automotive AI Innovation Internship — YuvaIntern

2026

  • Prepared a strategic roadmap and feasibility study for FusionDrive AI.
  • Documented a proposed multimodal sensor-fusion architecture.
  • Developed a conceptual risk-assessment and evaluation framework.
  • Prepared a simulation and testing strategy.
  • Evaluated AI applications across automotive safety, maintenance, and autonomous-driving research.

Data Analyst Intern — Racing Ahead IT Pvt Ltd

2025

  • Preprocessed and validated structured datasets using Python and Pandas.
  • Conducted exploratory data analysis and designed functional test cases.
  • Developed Power BI dashboards for reporting and data visualisation.

Project-Based Learning - Futurense Technologies

2024

  • Collaborated on building an OLA Clone ride-hailing application as part of a hands-on team project.
  • Explored core ride-hailing features, including ride matching, GPS tracking, and user-friendly application design.
  • Gained practical experience in application development, team collaboration, and translating requirements into functional features.

🚀 Featured Projects

Project Description Technologies
FusionDrive AI Conceptual automotive AI project exploring sensor fusion, road-hazard detection, and collision-risk assessment. Python · AI/ML · Computer Vision
Traffic Scene Understanding with NLP Alert System Combines traffic-scene image analysis and NLP to support data-driven alerts. PyTorch · TensorFlow · BERT · spaCy · FastAPI
TechWave — Layoff Contagion Radar Predictive analytics project exploring layoff-risk patterns and model interpretability. Pandas · XGBoost · SHAP · Streamlit
RAG Application Document-based question-answering system using embeddings and semantic retrieval. Python · OpenAI API · NLP
PromptShield AI Project exploring prompt safety and safer AI input handling. AI Safety · Prompt Engineering

Only FusionDrive AI is linked directly here because its repository URL is confirmed. Add the other project links once their repository URLs have been verified.


🏅 Certifications

  • Oracle Cloud Infrastructure 2025 Certified AI Foundations Associate
  • Master Generative AI & Generative AI Tools — Udemy
  • AI Fluency Framework & Foundations — Anthropic
  • AI Foundations — OpenAI

📊 GitHub Analytics

Top languages

🌱 Currently Learning

  • Python problem-solving and coding interview patterns
  • NumPy and Pandas for AI/ML workflows
  • SQL joins, CTEs, and window functions
  • Model evaluation and practical machine-learning workflows
  • Git, Docker, and reproducible development practices

🤝 Let's Connect

LinkedIn Email GitHub

Building practical AI projects, learning continuously, and growing toward AI/ML engineering. 💙

Pinned Loading

  1. Sports-Match-Scheduling-System Sports-Match-Scheduling-System Public

    Full-stack sports match scheduling system built with Streamlit, Pandas, Excel integration, and Power BI dashboards.

    Python 1

  2. UrbanFlow-AI-Based-Traffic-Management UrbanFlow-AI-Based-Traffic-Management Public

    Forked from Tejeswar001/UrbanFlow-AI-Based-Traffic-Management

    AI-powered traffic management system using computer vision and NLP to analyze road conditions, detect incidents, and generate real-time alerts.

  3. solar_power_generation_forecasting solar_power_generation_forecasting Public

    Forked from LeviAckermanZ9/solar-power-generation-forecasting

    Machine learning–based solar power generation forecasting using weather and temporal features, deployed via an interactive Streamlit web application.

    Python 1

  4. Traffic-Scene-Intelligence Traffic-Scene-Intelligence Public

    Forked from Sahojit/Train-incident

    built an AI-based system that automatically identifies traffic conditions from images and text input

    Python 1