Available for opportunities

Ittyavira C Abraham

// AI Engineer & Python Developer

Building intelligent systems with ML, Deep Learning, NLP & Generative AI. Passionate about turning complex data into production-ready AI solutions.

Machine Learning Deep Learning NLP Generative AI RAG LangChain FastAPI React
Ittyavira C Abraham
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03 · Skills

Technical Expertise

A full-stack AI skillset — from raw data to deployed intelligent systems.

Machine Learning
Linear RegressionLogistic Regression kNNSVM Random ForestXGBoost PCAK-Means
Deep Learning
TensorFlowLSTM SARIMATime Series Forecasting
Generative AI & NLP
NLPTransformers Generative AIRAG Prompt EngineeringLangChain Hugging FaceOpenAI APIs
Backend & APIs
PythonFastAPI DjangoStreamlit API Development
Frontend
ReactTailwind CSS BootstrapJavaScript HTML / CSS / SCSS
Data & Cloud
PostgreSQLMongoDB GCPAzure Git & GitHubData Preprocessing
04 · Projects

Featured Work

End-to-end AI systems built and deployed in production environments.

RAG
RAG Chatbot System

Built a production-ready Retrieval-Augmented Generation (RAG) chatbot that answers questions from documents using semantic search, vector embeddings, and LLMs via LangChain and FastAPI.

LangChainGradio GenAIRAGPython
AI
AI Resume Enhancer

Built an AI-powered resume analysis system using transformer models to evaluate resumes against job descriptions, identify missing skills, and suggest improvements.

TransformersHugging Face LangChainGradio
ML
Smart Health Risk Predictor

Developed a multi-disease prediction system using machine learning models including Logistic Regression, Random Forest, and XGBoost, with feature engineering and performance comparison across datasets.

Logistic RegressionRandom Forest XGBoostscikit-learn
NLP
BERT News Classifier

Fine-tuned a BERT-based transformer model for news classification, achieving high accuracy in detecting fake vs real news using NLP techniques.

BERTNLP Jupyter NotebookClassification
05 · Experience

Background

Work Experience
AI Engineer
Edunet Foundations and Microsoft (AICTE) 2025
› Applied supervised and unsupervised learning techniques using Azure AI services.
› Worked on AI-based problem solving under industry mentorship.
› Completed internship under a collaborative initiative by AICTE and Microsoft.
Education
MCA with Artificial Intelligence
Amrita Vishwa Vidyapeetham · 2025
BCA
IFIM College · 2023
Certifications
Google Cloud GCP
Microsoft AI & ML Engineering Azure
IBM Generative AI for LLMs LangChain
06 · Contact

Let's Build Together

Open to full-time AI / ML engineering roles, freelance projects, and research collaborations. Feel free to reach out via any channel below.