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Hi, I’m Hari Hara Sudhan, an AI Engineer based in Bangalore with over 7.5 years of experience building and deploying ML models and Generative AI solutions. I specialize in AWS SageMaker and Bedrock, Python, and delivering impactful AI solutions for business challenges. I enjoy collaborating with cross-functional teams to design scalable AI layers and ML pipelines, and I’m always eager to learn and apply new AI technologies to real-world problems. My approach combines hands-on engineering with a focus on delivering production-ready solutions that drive measurable value.…Hi, I’m Hari Hara Sudhan, an AI Engineer based in Bangalore with over 7.5 years of experience building and deploying ML models and Generative AI solutions. I specialize in AWS SageMaker and Bedrock, Python, and delivering impactful AI solutions for business challenges. I enjoy collaborating with cross-functional teams to design scalable AI layers and ML pipelines, and I’m always eager to learn and apply new AI technologies to real-world problems. My approach combines hands-on engineering with a focus on delivering production-ready solutions that drive measurable value.

Hari Hara Sudhan N

AI Engineer, Cloud Developer, AI Developer, +2

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Hi, I’m Hari Hara Sudhan, an AI Engineer based in Bangalore with over 7.5 years of experience building and deploying ML models and Generative AI solutions. I specialize in AWS SageMaker and Bedrock, Python, and delivering impactful AI solutions for business challenges. I enjoy collaborating with cross-functional teams to design scalable AI layers and ML pipelines, and I’m always eager to learn and apply new AI technologies to real-world problems. My approach combines hands-on engineering with a focus on delivering production-ready solutions that drive measurable value.…Hi, I’m Hari Hara Sudhan, an AI Engineer based in Bangalore with over 7.5 years of experience building and deploying ML models and Generative AI solutions. I specialize in AWS SageMaker and Bedrock, Python, and delivering impactful AI solutions for business challenges. I enjoy collaborating with cross-functional teams to design scalable AI layers and ML pipelines, and I’m always eager to learn and apply new AI technologies to real-world problems. My approach combines hands-on engineering with a focus on delivering production-ready solutions that drive measurable value.

Available to hire

Hi, I’m Hari Hara Sudhan, an AI Engineer based in Bangalore with over 7.5 years of experience building and deploying ML models and Generative AI solutions. I specialize in AWS SageMaker and Bedrock, Python, and delivering impactful AI solutions for business challenges.

I enjoy collaborating with cross-functional teams to design scalable AI layers and ML pipelines, and I’m always eager to learn and apply new AI technologies to real-world problems. My approach combines hands-on engineering with a focus on delivering production-ready solutions that drive measurable value.

Skills

Experience Level

Expert

Expert

Expert

Expert

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Expert

Work Experience

AI Engineer at TechTorch (Client: Waystone)

October 1, 2015 - Present

Led extraction optimization for large-size Fund Setup PDFs (>200K tokens) using AWS Bedrock with Anthropic Claude 4.5, reducing extraction time from 42 minutes to 9.5 minutes via concurrent OCR. Dynamically adjusted Max_Token to improve Bedrock performance and prevent rate-limit/token errors; liaised with AWS to increase token limit from 200K to 1M for single LLM calls. Served as single point of contact for the AI layer in the Fund_Setup project.

GenAI / LLM Engineer at Commonwealth Bank of Australia

April 1, 2024 - October 1, 2025

Built a Retrieval Augmented Generation (RAG) app using LangChain, FAISS, Bedrock Anthropic, and Cohere Text Embedding for GenAI comprehensive guides. Implemented HR Policy RAG with a Streamlit UI and a Model Validation GenAI app for Data Quality, EDA, and feature design. Implemented MLOps pipelines in SageMaker for credit risk model deployment.

Senior ML/LLM Engineer at Cognizant

November 1, 2023 - April 1, 2024

Built PDF contract document legal gap analysis using AWS Bedrock, Anthropic Claude Sonnet, Textract, and PyPDF; frontend UI via Streamlit and one-click production deployment. Deployed a Yield Prediction model using SageMaker and constructed IaC for database migration using CloudFormation.

Machine Learning Engineer at ITILITE

September 1, 2022 - October 1, 2023

POC using HuggingFace LLMs (BERT & Llama) for interaction with Word/TXT documents. Built a data pipeline for analytics dashboards using AWS Lambda and CDK (Python). Developed API for business hotel and flight booking features.

SDE I – Data Science Team at FPS Innovation Labs

September 1, 2021 - August 1, 2022

Performed NLP/text analysis on social media data to enhance customer experience via a Flask web application. Migrated PL/pgSQL stored procedures from MySQL to DBT for Redshift and built an ecommerce data pipeline using DBT, Airflow, AWS, and RedShift.

Data Science Developer at EMIS Health

November 1, 2019 - September 1, 2021

Conducted EDA to derive insights for flagship projects using Python (NumPy, Pandas, Matplotlib). Collaborated with product and engineering managers to analyze resource allocation, and migrated the allocation datastore to ServiceNow with end-to-end visualization.

Data Science Associate (NLP) at Amazon India

August 1, 2018 - September 1, 2019

Created, curated, and annotated data to help develop, test, and train Alexa AI. Improved Alexa Shopping Goal Success Rate from 65% to 92% by analyzing US voice shopping patterns.