rohit krishnanRK
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rohit krishnan

@rohitkrishnan

Machine Learning Engineer with expertise in AI-driven solutions.

India
Message

What I'm looking for

I am looking for a role that fosters innovation and allows for continuous learning in AI and machine learning.

I am a dedicated Machine Learning Engineer with a strong background in developing innovative AI solutions. My experience includes fine-tuning GPT-3 for enhanced chatbot reasoning and architecting vision pipelines for real-time posture tracking. At AmiableAi Inc., I successfully boosted query accuracy by 40% across numerous AWS services, demonstrating my ability to deliver impactful results.

My journey in machine learning has also involved creating a RAG-based legal QA system that significantly reduced analysis time and drafting errors. I have a proven track record of optimizing machine learning pipelines, as seen in my work with VisionBox Inc., where I migrated ML and data pipelines to AWS, increasing throughput by 65%. My academic background, including a Master of Science in Computer Science, has equipped me with the skills necessary to tackle complex challenges in the field.

Experience

Work history, roles, and key accomplishments

AI

Machine Learning Engineer

AmiableAi Inc.

Jan 2023 - Oct 2023 (9 months)

Fine-tuned GPT-3 to generate structured GraphQL queries, boosting Cloud X-Ray's multi-step query accuracy by 40%. Architected a vision pipeline using YOLOv8 for real-time posture tracking at 60 FPS, reducing inference cost by 3x. Engineered a RAG-based legal QA system using LangChain and Pinecone, cutting analysis time by 72%.

VI

Machine Learning Engineer

VisionBox Inc.

Jan 2022 - Jan 2023 (1 year)

Migrated ML and data pipelines to AWS using SageMaker, API Gateway, and DocumentDB, boosting throughput by 65%. Designed a scalable sleep prediction pipeline with clustering, shrinking deployment scale from 6,000 to 60. Led drone-based vision data strategy for crop monitoring and trained models for plant disease detection, projecting a 17% yield improvement.

Education

Degrees, certifications, and relevant coursework

Simon Fraser University logoSU

Simon Fraser University

Master of Science, Computer Science (Visual Computing)

SC

Sri Sairam Engineering College

Bachelor of Engineering, Computer Science

Tech stack

Software and tools used professionally

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