Sai Chaitanya Pachipulusu

Practitioner focused machine learning writer who documents implementation details and learnings; maintains a Medium profile with technical posts on model compression and applied ML. medium+1

Hands on ML engineer with end to end project experience, including building and deploying CNN models (example: potato disease classifier) and using MLOps tools like TF Serving and FastAPI. github+1

Hybrid software/ML professional with roles spanning software engineering, ML engineering and data analysis across industry and nonprofit organizations. getclera+1

Active in technical and extracurricular communities: maintains research/academic presence (ResearchGate) and participates in online chess and local events. researchgate+2

I am a hands-on Machine Learning Engineer and Data Scientist who builds and productionizes end-to-end ML systems that turn messy data into reliable, decision-ready products. I design data pipelines and dashboards, optimize model performance for LLM and computer vision workloads, and deploy scalable inference services that improve business outcomes like retention and reporting efficiency. I combine rigorous engineering such as CI/CD, monitoring, and model governance with practical experimentation including A/B testing, cohort analysis, and model compression to deliver measurable impact and reliable production behavior. I am seeking opportunities to lead ML and data products that bridge research and engineering to drive operational improvements. medium+1