Srikar Sankranti

About Srikar Sankranti

MS Data Science student at Texas A&M University, deeply passionate about the intersection of data, intelligence, and impact. My core interests span Machine Learning, Deep Learning, LLMs, NLP, Retrieval-Augmented Generation (RAG) architectures, and Statistical Modeling. I’m particularly fascinated by how these technologies can be used to solve real-world problems at scale.I enjoy working with data end-to-end—from analysis and modeling to data visualization and deployment. With a strong foundation in Python and a growing portfolio of applied projects, I’m eager to collaborate, learn, and contribute to high-impact AI solutions. Always open to connecting with like-minded professionals and researchers who are driven to turn data into action.

Experience

1. Ai Software Engineer (Research Assistant)

   Tees Workforce Development

   Jan 2026 — Present

   Built a real-time urban traffic monitoring platform that ingests millions of live camera frames using Kafka-based streaming pipelines.• Applied YOLOv8 computer vision models combined with XGBoost and TensorFlow neural networks to predict traffic congestion and generate safety risk scores from 1M+ daily records.• Designed scalable ETL pipelines to process multi-source traffic sensor data, enabling large-scale statistical modeling and data mining.• Developed machine learning models for anomaly detection and search relevance, reducing manual fault identification time by 40%.• Deployed production-grade analytics dashboards using FastAPI, Streamlit, and Mapbox on GCP Kubernetes for real-time city-wide traffic insights.• Implemented containerized ML infrastructure using Docker and Kubernetes, delivering scalable real-time traffic analytics systems.Tech Stack: Python, TensorFlow, XGBoost, YOLOv8, Kafka, TimescaleDB, FastAPI, Streamlit, Docker, Kubernetes, GCP.

Education

• Amrita Vishwa Vidyapeetham

  Bachelor's degree, Electrical and Computer Engineering

  2020 — 2024

• Texas A&M University

  Master of Science - MS, Data Science