Surya Pradeep
Senior Data Scientist
Hyderabad, Telangana, India
Summary
👤
Senior🎓
Top SchoolSurya Pradeep is a Senior Data Scientist with 11 years of experience specializing in enterprise-grade Generative AI, RAG pipelines, and production ML delivery across healthcare and other domains. He has led end-to-end GenAI initiatives—engineering a Llama-Index RAG pipeline that cut retrieval latency by 35% and delivering TB-scale projects that earned internal awards and executive buy-in. Comfortable from research to production, he fine-tunes LLMs/SLMs, builds multi-agent workflows and modular prototypes, and maintains strong ML engineering practices with TensorFlow/PyTorch, scikit-learn and robust data pipelines. He pairs technical depth (IIT BHU BTech, UT Austin PGAIML, Deakin MDS, HarvardX certification) with a knack for cross-functional stakeholder alignment, having pitched solutions to US healthcare leaders and revamped hiring processes. Known for rapid prototyping—10+ scalable prototypes that shortened validation timelines by 40%—he balances curiosity for recent research with a pragmatic focus on latency, maintainability and adoption. Based in Hyderabad, he’s equally likely to be found reading the latest ML paper or iterating on a novel visualization to tell the story behind the data.
11 years of coding experience
3 years of employment as a software developer
PGAIML - Post Graduate Degree in Artificial intelligence and Machine learning Artificial Intelligence, PGAIML - Post Graduate Degree in Artificial intelligence and Machine learning Artificial Intelligence at The University of Texas at AustinMaster of Data Science, Master of Data Science at Deakin UniversityHarvardX Data Science Professional Certification Program Data Science & Machine Learning, HarvardX Data Science Professional Certification Program Data Science & Machine Learning at Harvard UniversityBachelor of Technology - BTech Computer Science and Engineering, Bachelor of Technology - BTech Computer Science and Engineering at Indian Institute of Technology (Banaras Hindu University), Varanasi
English, French, Bengali, Hindi, Telugu
Stackoverflow
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0reached
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0questions
Github Skills (24)
artificial-intelligence9
git9
github9
python9
capstone9
automation9
classification-model8
knn8
nmslib8
machine-learning8
vp-tree8
logistic-regression7
sentiment-analysis6
fastapi4
similarity-search4
Programming languages (12)
Github contributions (5)
SuryaPradeepM/Certificates
May 2020 - Jan 2025
Repo for my Certificates
Contributions:3 PRs, 109 pushes, 1 branch in 4 years 8 months
certificates
GreatLearning-NLP-Capstone-Group-9/Automatic-Ticket-Classification
Aug 2021 - Jun 2022
UTAustin-IITB-PGAIML Capstone project for the Post Graduate Program in Artificial Intelligence and Machine Learning designed by leading academic and industry experts with IIT-Bombay faculty recognised by The University of Texas at Austin and Great Lakes University. Facilitated by GreatLearning.
Contributions:59 commits, 7 PRs, 8 pushes in 10 months
artificial-intelligencemachine-learningcapstoneclassification-modelnlp
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