Summary
Overview
Work History
Education
Skills
Websites
Personal Information
Custom
Timeline
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VENKATA NAVEEN KUMAR YEDLA

VENKATA NAVEEN KUMAR YEDLA

VIJAYAWADA,INDIA

Summary

Experienced Machine Learning engineer with experience in Python, Machine Learning, Statistical Modelling , Azure and Deep Learning, skilled in building models, visualizing data with matplotlib, seaborn, and Tableau, and deploying ML models through Streamlit and Flask API. Specialized in Natural Language Processing (NLP) with expertise in developing custom text pre-processing pipelines and implementing machine learning models such as Naive Bayes classifiers. Completed a post-graduate program in Computational Data Science, demonstrating a solid ability to translate business challenges into data-driven solutions. A dedicated and results-oriented professional with strong communication skills and a focus on delivering impactful outcomes. Additionally, proficient in training new engineers in the data science domain, demonstrating the ability to impart knowledge and foster expertise in the next generation of professionals.

Overview

6
6
years of professional experience

Work History

ML Engineer -INSOFE

Hyderabad, India
Hyderabad, India
01.2022 - 01.2023
  • Fraud Vehicle Insurance Claims Project: Led exploratory data analysis, uncovering insightful patterns that contributed to a 15% improvement in fraud detection accuracy
  • Applied a range of machine learning algorithms, including ensemble methods, resulting in a substantial 25% boost in overall model performance
  • Successfully reduced false positives by 20%, leading to more precise identification of fraudulent claims
  • NLP Research Project: Key contributor to an NLP research initiative, where I implemented a Naive Bayes classifier
  • This effort significantly enhanced the accuracy of text classification, leading to a 30% improvement in categorizing unstructured data
  • The project showcased my proficiency in natural language processing and text analysis
  • Code Quality: Adhered to industry best practices in coding, documentation, and version control for high-quality code
  • Problem-Solving: Known for strong problem-solving skills, consistently addressing complex business challenges with innovative solutions
  • Client-Facing Skills: Utilized excellent communication skills to engage with clients, translating technical concepts into understandable insights.

ML Engineer-TuringMinds.ai

Hyderabad, India
Hyderabad, India
01.2021 - 01.2022
  • Work Integrated Learning Program: Gained practical experience as a Trainee Data Scientist, contributing to real-world projects and developing hands-on skills during a Work Integrated Learning Program
  • Education: Completed a Post Graduate Program (PGP) Certificate in Computational Data Science, showcasing commitment to continuous learning and industry-relevant skill updates
  • Telecom Churn Prediction: Developed a logistic regression model, considering VIF for enhanced robustness
  • Utilized precision as an error metric to align model performance with business objectives
  • House Price Prediction: Implemented an Artificial Neural Network (ANN) model, incorporating batch normalization for improved accuracy.

Diploma Engineer Trainee (DET) TATA SIKORSKY AEROSPACE LTD.

Hyderabad, India
Hyderabad, India
01.2017 - 01.2018
  • Engaged in a year-long internship in the Special Process Quality Department, focusing on aerospace standards and quality control
  • Conducted precise Hardness and Electrical Conductivity testing on critical aerostructure components
  • Played a key role in ensuring compliance with rigorous industry standards, contributing to the overall quality assurance process
  • Collaborated with seasoned professionals, acquiring practical knowledge and refining problem-solving skills
  • Maintained meticulous documentation of testing procedures and results, prioritizing precision and accountability
  • Demonstrated commitment to safety and compliance, contributing to a secure working environment.

Freelance Machine Learning Engineer

Freelance ML Engineer (Self-Employed)
03.2023 - present
  • Developed an AI-driven e-commerce platform simulating price negotiation and offering personalized product recommendations, akin to a real-world bargaining experience.
  • Designed and implemented a negotiation chatbot using GPT-2, allowing dynamic price adjustments based on factors such as user behavior, product demand, and pricing rules.
  • Built a content-based recommendation system utilizing NLP algorithms (TF-IDF, cosine similarity) to analyze product features and deliver relevant product suggestions.
  • Integrated the negotiation and recommendation systems into a responsive, user-friendly interface for seamless real-time interactions.
  • Leveraged TensorFlow/PyTorch and Hugging Face Transformers to power the machine learning components of the platform.
  • Deployed the application on [mention platform, e.g., AWS, Google Cloud], ensuring scalability, security, and efficient real-time data processing.
  • Conducted unit and user acceptance testing to ensure accuracy, stability, and reliability of both the negotiation and recommendation features.
  • Collaborated on the front-end with HTML/CSS/JavaScript and used Flask/Django for back-end development to create an optimized user experience.
  • Monitored system performance post-deployment, ensuring the platform met real-time demands while scaling appropriately.

Education

Diploma in Tool and Die Making -

Karunya Institute of Technology and Sciences
Coimbatore, TamilNadu

NTTF
Gannavaram, Andhra Pradesh

Post Graduate Program (PGP) Certificate in Computational Data Science -

INSOFE
Hyderabad

Skills

  • Python
  • R
  • Machine Learning Frameworks
  • Deep Learning Architectures
  • Data Manipulation
  • Data Visualization
  • Model Deployment
  • Big Data Technologies
  • Database Knowledge
  • Version Control system( GIT)
  • Feature Engineering
  • Model Evaluation Metrics
  • Natural Language Processing (NLP)
  • Computer Vision
  • Cloud Computing Azure
  • Optimization Techniques
  • DevOps & MLOps
  • AutoML (Automated Machine Learning)

Personal Information

Title: MACHINE LEARNING ENGINEER

Custom

I am a results-oriented professional committed to leveraging my expertise to drive innovation and contribute effectively to organizational success.

Timeline

Freelance Machine Learning Engineer

Freelance ML Engineer (Self-Employed)
03.2023 - present

ML Engineer -INSOFE

Hyderabad, India
01.2022 - 01.2023

ML Engineer-TuringMinds.ai

Hyderabad, India
01.2021 - 01.2022

Diploma Engineer Trainee (DET) TATA SIKORSKY AEROSPACE LTD.

Hyderabad, India
01.2017 - 01.2018

Diploma in Tool and Die Making -

Karunya Institute of Technology and Sciences

NTTF

Post Graduate Program (PGP) Certificate in Computational Data Science -

INSOFE

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VENKATA NAVEEN KUMAR YEDLA