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Venkata Praneeth Samineni

@kannasvp

Software Engineer at Virtusa

Hyderabad

VirtusaIndian Institute of Technology (IIT) Madras

Venkata Praneeth Samineni is a Machine Learning Engineer with five years of experience specializing in high-precision RAG architectures, Transformer-based NLP, and Explainable AI. He holds an M.Tech in Industrial AI from IIT Madras and has a proven track record of transitioning AI prototypes to production. His work has delivered measurable business impacts, including a 40% improvement in operational efficiency for Fortune 500 clients. He is an expert in driving AI-led innovation across the telecom and insurance sectors.

Experience

Software Engineer

Virtusa

Jan 2021 - PresentHyderabad

Engineered a production-grade Retrieval-Augmented Generation system for multi-domain PDF analysis with 94% accuracy. Architected RoBERTa-based sentiment analysis models and XGBoost-powered customer churn models. Developed CNN-based classification for medical imaging with Grad-CAM explainability. Integrated AI modules into legacy pipelines to automate decision-making, reducing manual processing by 60 hours per week.

Education

Indian Institute of Technology (IIT) Madras

M.Tech

Industrial AI

Sep 2022 - Nov 2024

Relevant Coursework: Deep Learning, Computer Vision, NLP, Time Series Analysis

RMD Engineering College, Anna University

B.E.

Computer Science

Aug 2016 - Sep 2020

Licenses & Certifications

Applied AI Course – Machine Learning, Deep Learning, NLP, and Computer Vision

Applied AI Course

• No expiration

Skills

Python
SQL
TensorFlow
Keras
scikit-learn
RAG Systems
LangChain
LangGraph
Vector Databases
Prompt Engineering
LLM Fine-Tuning
Transformers
BERT
RoBERTa
GPT
Named Entity Recognition (NER)
Sentiment Analysis
CNNs
Object Detection
Medical Image Analysis
SHAP
LIME
Git
Pandas
NumPy