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Rakesh RoutRR

Rakesh Rout

@user.2525752

Machine Learning Engineer

Bhubaneswar, India

https://github.com/Racasekumar

GlosityGUVI Geek Network (IIT Madras)

Rakesh Rout is an AI and Machine Learning Engineer based in Bhubaneswar with experience in building recommendation systems, generative AI solutions, and retrieval-augmented generation (RAG) pipelines. He currently works at Glosity developing personalized job recommendation systems for early career professionals, and at OdiaGenAI building an AI-Tutor Q&A system using Langchain and open-source LLMs. His technical stack spans Python, NLP, deep learning, and LLM frameworks like Langchain and LlamaIndex.

Experience

Data Scientist

Glosity

•Mar 2024 - Present•Bhubaneswar, India

Developing a recommendation system for early career professionals using content-based and collaborative filtering techniques to deliver personalized job suggestions.

AI Engineer

OdiaGenAI

•Jan 2024 - Present•Bhubaneswar, India

Developing AI-Tutor Q&A system using Langchain and open-source Hindi LLM for CBSE students. Data preparation via OCR. Built RAG Q&A system for educational documents.

Data Science Intern

Awone.ai

•May 2022 - Apr 2023•Hyderabad, India

Implemented SimSwap face swapping for betting game character creation, resulting in 30% increase in player engagement.

Education

GUVI Geek Network (IIT Madras)

Jan 2021 - Jan 2022

Utkal University

Jan 2016 - Jan 2020

Licenses & Certifications

Data Science with Python

Simplilearn

Master Program in Data Science

GUVI Geek Network IIT Madras

Skills

Python
SQL
Machine Learning
Supervised Learning
Deep Learning
Natural Language Processing
Predictive Analytics
Tree-Based Models
Ensemble Learning
Generative AI
Large Language Models
Scikit-Learn
NumPy
Pandas
TensorFlow
Keras
NLTK
SpaCy
Langchain
LlamaIndex