Summary
Overview
Work History
Education
Skills
Websites
Accomplishments
Certification
Languages
Interests
Timeline
Generic

Harinath Reddy Yelampalle

Aurora,IL

Summary

Results-driven AI Developer with over 4 years of experience in designing and deploying cutting-edge machine learning, deep learning, and NLP solutions to drive operational efficiency and innovation. Proficient in Python, TensorFlow, PyTorch, and Hugging Face Transformers. Proven track record of optimizing AI pipelines by reducing model training time by up to 35% and increasing accuracy by over 20% in diverse applications, such as insurance claim prediction and conversational AI. Spearheaded scalable deployments on AWS, Google Cloud, and Vertex AI with a 99.9% reliability rate. Generated $2.1M in cost savings through advanced feature engineering and real-time analytics. Led teams in developing voice-enabled AI agents and chatbots, resulting in a 25% increase in user engagement and a 45% reduction in customer service workloads. Adept at leveraging Retrieval-Augmented Generation (RAG), prompt engineering, and cloud-native tools like Docker to build context-aware and impactful AI solutions. Passionate about pushing the boundaries of generative AI and computer vision. Holds a Master's in Business Analytics with a GPA of 3.62 and maintains a robust portfolio on GitHub.

Overview

4
4
years of professional experience
1
1
Certification

Work History

Data & ML Support Engineer

TECHROBOTS INC
02.2022 - 06.2023
  • Spearheaded the optimization of data preprocessing pipeline, leveraging SQL and Python to reduce model training time by 30% (from 4 hours to 2.8 hours), while maintaining 98% accuracy through advanced feature engineering techniques
  • Developed and implemented an automated model monitoring system using TensorFlow resulting in 40% faster error detection and establishing a robust framework for maintaining 15+ production ML models across multiple business units
  • Analyzed and enhanced insurance claim prediction system by integrating Tableau dashboards for real-time visualization, leading cross-functional teams to improve model accuracy by 15% and generating $2.1M in cost savings through better risk assessment
  • Managed end-to-end deployment of ML models using Git and Hugging Face, while coordinating with stakeholders to create comprehensive business intelligence reports, resulting in 25% faster decision-making processes
  • Led a team of 4 data scientists in developing an optimized sentiment analysis pipeline using Scikit-learn and NLTK, incorporating automated data quality checks that improved data preprocessing efficiency by 45% and reduced false positives by 20%

Data Analyst

TECHROBOTS INC
02.2019 - 01.2022
  • Spearheaded the implementation of machine learning algorithms (Scikit-learn, TensorFlow) for automated data classification, optimizing data processing workflows by 25% and enhancing trend identification accuracy by 18% through advanced feature engineering techniques
  • Collaborated with ML engineering team to develop and deploy sentiment analysis models on AI platform, resulting in 22% reduction in prediction error rates and successful processing of 1M+ customer feedback entries monthly
  • Orchestrated end-to-end data preprocessing and feature engineering pipeline using Python (Pandas, NumPy) and Hugging Face transformers, reducing model training time by 35% and improving cross-validation scores by 28%
  • Led cross-functional initiatives with Business Intelligence teams to optimize model performance, establishing automated reporting workflows in Tableau that decreased stakeholder response time by 40% and enhanced decision-making efficiency
  • Refined and maintained robust SQL database architecture supporting ML model deployment, implementing version control practices with Git that reduced code conflicts by 45% and improved team collaboration efficiency by 30%

Education

MS - Business Analytics

Lewis University
12.2024

BE - Computer Science and Engineering

Velammal Engineering College
04.2020

Skills

  • TensorFlow, PyTorch, Scikit-learn, Hugging Face, LangChain, LlamaIndex, XGBoost, LightGBM, CatBoost, AutoML,
  • Keras, TensorFlow, PyTorch, MXNet, Fastai, DeepLearning4j, Caffe, Theano, ONNX, TorchScript, PaddlePaddle
  • Transformers, BERT, GPT, LLaMA, RAG-based systems, Gemini, Grok, Claude, T5,
  • YOLO, Detectron2, OpenCV, TensorFlow Object Detection, Vision Transformer, CLIP, DeepLab, MMDetection
  • AWS SageMaker, GCP Vertex AI, Azure ML, MLflow, Kubernetes, Docker, Google Cloud AI Platform, AWS Bedrock, Azure Kubeflow, Flyte
  • Spark, SQL, NoSQL, Pinecone, ChromaDB, MongoDB, BigQuery, Redshift, Snowflake, Cassandra, Weaviate
  • Apache Airflow, Kafka, Feature Stores, Data Pipelines, Dagster, Prefect, AWS Glue, Google Dataflow, Azure Data Factory, dbt
  • FastAPI, Flask, REST API development, Django, Spring Boot, gRPC, GraphQL, Nodejs
  • OpenAI API (GPT-4, GPT-4o, DALL-E), Stable Diffusion, Midjourney, Gemini, Grok, LLaMA, Imagen, VAE, Cohere, RunwayML, Falcon, BLOOM, PaLM 2, Mistral, xAI’s Grok 2, ChatGPT
  • Git, CI/CD (Jenkins, GitLab, CircleCI), Docker, Kubernetes, Streamlit, Terraform, Ansible, Helm, GitHub Actions

Accomplishments

  • Boosted insurance claim prediction accuracy to 91%, cutting processing time by 25% and saving $2.1M via ML pipeline on Vertex AI.
  • Developed a voice-enabled AI for Hulk Fitness, reducing response time by 30% and increasing engagement by 25%.
  • Led a restaurant chatbot project, slashing customer service workload by 45% with 92% satisfaction using Lang Flow API and RAG.
  • Slashed model training time by 35% and maintained 98% accuracy, deploying 15+ ML models at TechRobots Inc.
  • Enhanced sentiment analysis, processing 1M+ feedback entries monthly with 22% fewer errors and 45% better efficiency.
  • Designed scalable AI agents with LangChain and Hugging Face, achieving 92% satisfaction through advanced prompt engineering.

Certification

Introduction to Data Analytics IBM, 11/06/24

Languages

English
Full Professional
Hindi
Full Professional

Interests

  • Blockchain Technology and Cryptocurrency
  • Artificial Intelligence (AI) and Machine Learning
  • Gym Workouts
  • High-Intensity Interval Training
  • Running
  • Cooking

Timeline

Data & ML Support Engineer

TECHROBOTS INC
02.2022 - 06.2023

Data Analyst

TECHROBOTS INC
02.2019 - 01.2022

BE - Computer Science and Engineering

Velammal Engineering College

MS - Business Analytics

Lewis University
Harinath Reddy Yelampalle