Building ML — end to end

From raw data to deployed prediction APIs — every system built, tested, and live.

RW
Ramakrishnasai Wuppalapati
ML Engineer · Data Scientist · AI Builder
Available for ML roles

Achievement-driven ML professional with a PG Diploma in Data Science from IIIT-Bangalore (3.7/4). I build complete systems — not just notebooks — covering data ingestion, EDA, feature engineering, model training, evaluation, and deployment via REST APIs.

My work spans classical ML, deep learning (CNN/RNN/Transfer Learning), NLP, computer vision, and Generative AI (RAG, Agents, LangChain). Every project here is live and interactive.

Machine LearningDeep LearningGenerative AIComputer VisionNatural Language ProcessingModel DeploymentData VisualizationStatistical AnalysisBusiness IntelligenceWeb ScrapingDocker & ContainersCloud (GCP)

Key Metrics

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live project stat

PG Diploma in Data Science
Specialization in Deep Learning
IIIT-Bangalore × upGrad
3.7 / 4.0
2021
Bachelor of Commerce
Accounts & Economics
Mumbai University
62%
2005

The full AI/ML stack

End-to-end capabilities — from raw data through classical ML, deep learning, NLP, computer vision, and Generative AI to production deployment.

Machine Learning
Linear RegressionLogistic RegressionRandom ForestXGBoostLightGBMCatBoost
Deep Learning
ANNCNNRNNLSTMTransfer LearningVGG16
Generative AI
TransformersRAGAI AgentsLangChainLangGraphLLMs
NLP
Word2VecLSTMTopic ModelingSentiment AnalysisPOS TaggingLemmatization
Computer Vision
Image ClassificationObject DetectionSemantic SegmentationONNXTinyYOLOv3Custom CNN
MLOps & Tools
PythonFastAPIFlaskDockerGCPRender

Career timeline

A journey from financial services to full-stack ML engineering.

Consultant B2
Capgemini
Now
Dec 2025 – Present

Current employer.

Support Engineer
JoulestoWatts Business Solutions
Nov 2024 – Nov 2025

Technical support and ML project development. Built and deployed ML systems end-to-end.

Business Development Executive
SBI Life Insurance
May 2014 – Jul 2017

Business development, client management, and analytics-driven sales strategy.

Junior Executive
Veenus Cybersoft
Oct 2013 – May 2014

Technical operations and client support in a software environment.

Business Development Executive
Valuegain Distributors
Apr 2012 – Oct 2013

Business development and distribution operations.

Associate
Statestreet Syntel Services
Jun 2006 – Jun 2010

Financial services operations, process execution, and data management in a global enterprise environment.

Let's work together

Open to ML engineering roles, freelance projects, and collaborations. Drop a message or reach out directly.

LinkedIn
WRamakrishnasai
GitHub
github.com/ramleo
DockerHub
hub.docker.com/u/wram
Location
Hyderabad, India