Prashanth Raghavendra Rao
Paris
Summary
Passionate tech enthusiast with robust Data Science background, adept at leading complex projects from inception to deployment. Skilled in Python, SQL, Machine Learning, Docker, and deep learning, seeking immediate full-time Data Scientist/ Machine Learning Engineer roles in Europe, offering expertise in enhancing customer experience and delivering innovative solutions.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Machine Learning Engineer (NLP)- Intern
Equanimity
Paris
08.2023 - 02.2024
- - Developed a data science POC entirely from scratch, crafting ML models and a robust database framework to predict and manage crises and data information using Python, SQL, and NLP techniques.
- Played a pivotal role in brainstorming sessions, literature reviews, and collaborative goal-setting during the POC introduction, ensuring alignment with project objectives.
- Demonstrated meticulous planning and adherence to deadlines while implementing AI crisis classification, text summarization with thematic modeling, and comprehensive documentation.
- Contributed significantly to the development of a powerful BI dashboard and an efficient MLOps pipeline for crisis management, resulting in a remarkable 40% enhancement in application efficiency.
Associate Data Scientist (NLP/CV) – Full Time |
Skoruz Technologies
Bangalore
06.2020 - 05.2022
- Developed and implemented data science solutions for SME Bank of Malaysia, specializing in machine learning, predictive modeling, statistical analysis, and NLP/text processing.
- Engineered a robust Non-Performing Asset (NPA) prediction system using Python, SQL, and NLP techniques, enhancing loan portfolio management and profitability.
- Achieved a 30% increase in product efficiency through bug fixes and the implementation of new product architecture for SME Bank of Malaysia.
- Leveraged predictive modeling, statistical analysis, NLP, and recommendation systems for CAPTON AI Banking product, and applied web scraping techniques for product implementation.
- Employed image processing, computer vision, PyTorch, TensorFlow, YoloV5, and video analysis for SAFEO AI Healthcare product.
Education
Master of Science - Data Science and Analytics
EPITA
Paris, France03.2024
Bachelor of Engineering - Civil Engineering
Anna University
Chennai, India04.2020
Skills
- Data Science Pipeline : Python, OOP, Production Code
- Databases : MySQL, SQLAlchemy, PostgreSQL, MongoDB
- EDA : Statistical Analysis, Data Visualization (Tableau), Grafana
- Machine Learning : Supervised, Unsupervised, Recommender Systems
- NLP : Text Analysis, Text Processing, Large Language Models (LLMs), GenAI
- Debugging : TensorFlow, Unit Testing
- Deep Learning : Object Detection, Video Analytics, YOLO, TensorFlow
- Deployment : Flask, Docker, AWS, Git, Airflow, DAG, CI/CD
- Languages : English (Professional), French (Intermediate – B1), Tamil (Native), Marathi (Native)
- Soft Skills : Adaptability, Communication, Creativity, collaboration, Critical Thinking, Problem Solving, Teamwork
Projects
- NLP - Audio summarization (Master’s Project) - EPITA, speech-to-text and text summarization.
- NLP / MLOps - Non-Performing Assets Prediction Banking, Machine Learning, Database Architecture and Docker.
- Computer Vision - Food Packaging Detection, Deep Learning, Object Detection, Kafka Streaming pipeline.
- Recommender Systems - Food Order Recommendation, EDA, Unsupervised Learning.
Certification
- Python - HackerRank
- Machine Learning A-Z - Udemy
- Statistics for Data Science and Business Analysis - Udemy
- SQL Masterclass – SQL for Data Analytics - Udemy
- Complete Web Development - Udemy
Extracurricular Activities
Gym, Cycling, and Netflix
Timeline
Machine Learning Engineer (NLP)- Intern
Equanimity
08.2023 - 02.2024
Associate Data Scientist (NLP/CV) – Full Time |
Skoruz Technologies
06.2020 - 05.2022
Master of Science - Data Science and Analytics
EPITA
Bachelor of Engineering - Civil Engineering
Anna University
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