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ankur kumar

@ankurkumar222

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AI Engineer passionate about machine learning and innovative solutions.

India

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What I'm looking for

I am looking for a role that fosters innovation, encourages collaboration, and offers opportunities for professional growth in AI and machine learning.

I am an Associate AI Engineer with a strong foundation in artificial intelligence and machine learning, currently working remotely for Predli, Sweden. My academic background includes a Tech Leaders Fellowship from Plaksha University, where I excelled with a CGPA of 9.67/10.0, and a B.Sc. in Physics from Delhi University. I thrive on solving complex problems and developing innovative solutions that enhance efficiency and performance.

In my current role, I have successfully researched and benchmarked Microsoft's GraphRAG framework, developed a prompt optimization feature for a client platform, and designed an agentic chat system architecture. My previous experience as an ML Engineer Consultant Intern at Palo Alto Strategy Group allowed me to create an NLP tool that significantly reduced content processing time. I am passionate about leveraging technology to drive impactful results and continuously seek opportunities to expand my knowledge and skills in AI and machine learning.

Experience

Work history, roles, and key accomplishments

Current

Associate AI Engineer

Current

Predli

Sep 2024 - Present (10 months)

Researched and benchmarked Microsoft’s GraphRAG framework using Neo4j, comparing it against traditional RAG methods and analyzing graph construction and connectivity patterns. Developed a prompt optimization feature for a client platform by leveraging LLM-as-a-judge systems and integrating a complex scoring algorithm.

Graph RAG Neo4j LLM As A Judge LangGraph Python TypeScript Microsoft Azure GraphRAG

ML Engineer Consultant Intern

Palo Alto Strategy Group

Apr 2024 - Jun 2024 (2 months)

Developed an NLP tool for generating executive summaries from interview transcripts, achieving an average BERTScore of 80% and reducing 4-8 hours of content to 5-minute summaries. Implemented a RAG-based chatbot to assist with answering questions within the summaries, enhancing efficiency and accuracy.

NLP BERTScore RAG Chatbot AWS Machine Learning Deep Learning

Subject Matter Expert

Chegg India Pvt. Ltd.

Nov 2022 - Mar 2023 (4 months)

Delivered targeted assistance as a Freelance Subject Matter Expert (SME) for Advanced Physics, supporting students in achieving mastery in challenging physics topics. Conveyed tailored solutions and explanations for intricate physics problems, enhancing student understanding and performance.

Problem Solving Tutoring Education Subject Matter Expertise

Education

Degrees, certifications, and relevant coursework

Plaksha University

Tech Leaders Fellowship, AI, ML and Leadership

Grade: 9.67/10.0

Completed the Tech Leaders Fellowship with a focus on AI, ML, and Leadership. Achieved a strong academic performance with a CGPA of 9.67/10.0.

Delhi University

B.Sc. (Hons) Physics, Physics

Grade: 8.92/10.0

Pursued a Bachelor of Science with Honors in Physics, demonstrating a solid understanding of fundamental physics principles. Graduated with a CGPA of 8.92/10.0.