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siddhesh-desai/README.md

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Siddhesh Desai

AI & Data Engineer | Building Scalable Data Pipelines & Multi-Agent AI Systems

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Experience

Company Role Key Work Duration
Data Axle AI & Data Engineer Scalable ETL/ELT pipelines on AWS with Spark, org-wide synthetic data generator framework, unified authentication via Keycloak, AWS CI/CD deployments, automated Superset dashboards May 2025 - Present
Qest Generative AI Engineer Intern Backend framework for multi-agent AI systems & MCP Servers, FastAPI-based microservices for agent deployment Mar 2025 - May 2025
Turing Data Analyst Intern Fine-tuning LLMs using RLHF, SFT, DPO & NLP techniques for DS/ML tasks, reducing hallucinations in production models Aug 2024 - Jan 2025
Coinbase Machine Learning Intern End-to-end LLM-powered pipeline for customer & HR insights, NLP-based topic clustering & categorization May 2024 - Aug 2024

Tech Stack

Languages

Python JavaScript C++ SQL

AI & ML

LLMs RAG LangChain LangGraph Strands PySpark Pandas NumPy scikit--learn TensorFlow

Frameworks

FastAPI Flask Django React React Native Streamlit

AWS Services

S3 EC2 ECS ECR Lambda EMR Glue Athena Redshift RDS SQS VPC Bedrock SageMaker

Cloud & Infrastructure

AWS Databricks Docker Airflow Superset Keycloak Linux Git GitHub Actions

Databases

PostgreSQL MongoDB Snowflake Qdrant Pinecone MySQL

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