👋 hi, i’m akshay sabade
i’m a senior ai/ml engineer who builds production-grade genai and ml systems — from real-time pipelines to enterprise mlops platforms.
- 🎓 ph.d. (in progress) & m.s. in data science — harrisburg university
mba — csu east bay • b.s. — mumbai university - 🧪 10+ years across retail, fintech, healthcare, telecom
- 🥇 cert: mit — data science & big data analytics
what i do
- mlops at scale: standardized deployment, monitoring, and governance; real-time model serving
- genai apps: document understanding, rag, knowledge-graph-augmented retrieval, conversation summarization
- modeling: transformers, llms, classical ml, time-series, a/b testing
- cloud: aws, azure, gcp (bigquery, vertex, sagemaker, databricks, synapse)
featured projects
- cpc document pre-validation (llm + ocr, sanitized)
real-time validation of children’s product certificates → structured json + completeness scoring.
→ repo (public prototype): CPC LLM Pre-Validation
→ demo notebook:notebook_cpc_llm.ipynb - conversation summarizer (rag + transformers)
scalable chat summarization + analytics; improved retrieval quality & agent workflows. - 5g rollout optimization
improved site build rate and asset allocation using ml-enhanced optimization.
want links added? share any public repos and i’ll wire them up.
skills snapshot
languages: python, r, sql, scala, golang
ml/dl: pytorch, tensorflow, scikit-learn, sparkml, llms, rag, kg
data: bigquery, postgres, mongo, dynamodb, delta lake
platforms: vertex ai, sagemaker, azure databricks, mlflow, docker, kubernetes
viz: tableau, power bi, plotly
currently exploring
- agentic ai & multi-modal reasoning
- evaluation frameworks for llm quality & safety
- retrieval + kg patterns for enterprise search
connect
last updated: september 2025