Harsh · Lead ML / GenAI Engineer · 10+ yrs
PrincipalAbout Harsh
Harsh M is a seasoned Machine Learning Engineer with a strong focus on AI and Generative AI technologies. He has extensive experience in deploying cloud-native ML solutions using AWS and Azure, and is proficient in various tools and frameworks including Docker, Kubernetes, and Databricks. Harsh has successfully led multiple projects across diverse domains such as healthcare, retail, and SaaS, demonstrating his ability to drive innovation and optimize processes.
Core expertise
Additional skills(60)
Spark
Azure DevOps
MySQL
OpenCV
Angular
IonicWhy hire Harsh?
Led AI engineering for complex query answering solutions using Langgraph.
Engineered and deployed ML models utilizing Docker and Kubernetes.
Applied advanced optimization techniques for logistics problems across 30,000+ locations.
Successfully finetuned RAG approaches with LLMs for enhanced document search.
Developed and deployed an AI-based agent solution for complex query answering.
Designed an efficient BI Dashboard for cloud-based kitchen data analysis.
Project highlights(20)
AI-Based Agent Solution – AI Engineer
Overview: Developed an AI-based agent solution to answer multiple-composite queries using Langgraph, generating concise summaries and invoking other functions. Responsibilities: Led AI engineering, design, and finetuning of the OpenAI platform.
Key outcomes:
Successfully developed an agent-based approach for complex query answering.
Medical Diagnosis AI System – AI Engineer
Overview: Developed an AI solution, CharacAI, to help end-users get probable diseases and solutions based on diagnosis, leveraging LLMs to find context-related articles and texts for medical practitioners. Responsibilities: Focused on AI engineering, design, and development of a RAG pipeline using Azure RAG.
Key outcomes:
Developed a POC for a medical diagnosis AI system.
E-commerce Platform for Used Books – Developer
Overview: Developed a platform to provide used engineering books at affordable rates. Responsibilities: Managed end-to-end design, development, and deployment. Utilized AWS EC2, Spark for analysis, and Docker for deployment.
Key outcomes:
Developed and deployed an e-commerce platform for used books.
Cluster similar company name, Text Vectorization(NLP) – Team Lead, Solution Architect
Cluster similar company names — 3 million similar company name clustering with limited resources using Whoosh Indexing + Kubernetes + Azure DevOps + Text Vectorization as Team Lead + Solution Architect.
Key outcomes:
Successfully clustered 3 million company names with optimized resource usage.
Led the development and deployment of the solution.
Yard Management System – Solution Architect, Team Lead
Yard Management System — optimal container placement in 30,000+ locations minimizing shuffling/retrieval costs with Genetic Algorithm + ECS as Solution Architect + Team Lead.
Key outcomes:
Successfully optimized container placement in over 30,000 locations.
Reduced shuffling and retrieval costs using advanced optimization algorithms.
10+ years of industry experience
- •AI-Based Agent Solution— AI EngineerPython · OpenAI · Langgraph
- •Medical Diagnosis AI System— AI EngineerPython · OpenAI · Azure RAG
- •Cluster similar company name, Text Vectorization(NLP)— Team Lead, Solution ArchitectPython · Whoosh Indexing · Kubernetes · Azure DevOps +3
- •Yard Management System— Solution Architect, Team LeadPython · MySQL · Docker · ECS +3
- •Natural Language to SQL— AI EngineerPython · OpenAI · LLMs · Gemini Pro +1
- •Generate Text from the Industrial Rules— AI EngineerPython · LLMs · CRF based · Django
- •POS tagging with NLP— AI EngineerPython · BERT · LSTM · BiLSTM +2
- •Code-mix language identification using different machine learning models— AI EngineerPython · SVM · Decision Tree · Random Forest +3
- •Cloud Based kitchen— Senior Level AnalystAzure Databricks · PySpark · SQL · ETL +2
- •Project— DeveloperAWS CI/CD Pipeline · AWS Amplify · AWS S3 · AWS DynamoDB +1
- •Medical Diagnosis AI System— AI EngineerPython · OpenAI · Azure RAG
- •Yard Management System— Solution Architect, Team LeadPython · MySQL · Docker · ECS +3
- •Natural Language to SQL— AI EngineerPython · OpenAI · LLMs · Gemini Pro +1
- •Generate Text from the Industrial Rules— AI EngineerPython · LLMs · CRF based · Django
- •Code-mix language identification using different machine learning models— AI EngineerPython · SVM · Decision Tree · Random Forest +3
- •Generate summary using Formality of language— AI EngineerPython · Text Summarization · Unsupervised Learning
- •Cloud Based kitchen— Senior Level AnalystAzure Databricks · PySpark · SQL · ETL +2
- •Project— DeveloperAWS EC2 · AWS ECR · AWS AppSync · GraphQL +3
- •Prajval Softwares (Vanvagdo)— DeveloperAWS EC2 · AWS Sagemaker · AWS S3 · Deep Learning
- •Project— DeveloperDeep Learning · OpenCV · Django · MySQL
- •Medical Diagnosis AI System— AI EngineerPython · OpenAI · Azure RAG
- •Insurance Client— Senior Level AnalystAzure Databricks · PySpark · SQL · MLFlow +2
- •Bookrent India— DeveloperAWS EC2 · Spark · Docker
At a Glance
Single contract. Billed in USD.
Typically responds within 4 business hours.
Top Skills
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Harsh
ML Ops Engineer