Sudheer Poreddy
Data Science @ Microsoft | LLMs, DL, ML | PGP Data Science
- Role
- Data Scientist Ii at Microsoft
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Sudheer Poreddy
Sudheer is an experienced Data Science professional with over 6 years of expertise in Machine Learning, Deep Learning, Python, R, and SQL, focused on delivering business value through data-driven insights. He has a strong track record in building and scaling machine learning pipelines, deploying Large Language Model (LLM)-based solutions, and enhancing customer and product experiences by replacing legacy ML models with advanced LLMs to significantly improve accuracy and insight quality in critical applications.His professional experience includes leading high-impact projects at Amazon, where he improved product recommendation quality and defect prioritization using fine-tuned LLMs and ensemble models, resulting in substantial cost savings and operational efficiencies. Sudheer has also designed multimodal insight generation pipelines and developed self-service dashboards to accelerate decision-making for brand teams. Prior to Amazon, he contributed to segmentation modeling, NLP automation for clinical trial documentation, geospatial analytics, and real-time image recognition solutions across various organizations like EXL Services, Deloitte, GeoIQ.io, and Brontobyte Analytics.Sudheer’s technical proficiency spans LLMs and NLP frameworks (Mistral, Claude, Hugging Face Transformers), machine learning algorithms (Random Forest, XGBoost, SVM), deep learning (CNNs, RNNs, PyTorch), cloud and big data technologies (AWS, PySpark), and data visualization tools (Matplotlib, Seaborn, Amazon QuickSight). He holds a Post-Graduate Certificate in Big Data Analytics and Optimization and a B.Tech in Mechanical Engineering, demonstrating a solid foundation in both analytics and engineering principles.
Experience
Data Scientist Ii
Aug 2025 — Present
Education
International School of Engineering (INSOFE)
PGP Data Science, Data analytics
2017 — 2017
Jawahar Navodaya Vidyalaya - JNV
10
2005 — 2010
TKR College of Engineering and Technology
Bachelor's degree, Mechanical Engineering
2012 — 2016
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