Open to opportunities

Sree Madhu Kiran Lagudu

@sreemadhukiranlagudu

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Aspiring AI and ML engineer with hands-on project experience.

India

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What I'm looking for

I am looking for a dynamic work environment that fosters innovation and offers opportunities for growth in AI and ML.

I am an aspiring AI and ML engineer with a strong foundation in computer science and a specialization in artificial intelligence and machine learning. My academic journey at VIT Chennai, where I achieved a CGPA of 8.90, has equipped me with the necessary skills and knowledge to tackle complex problems in the tech industry.

During my internship at Samsung, I developed a Retrieval-Augmented Generation (RAG) pipeline that integrated advanced retrieval and summarization techniques for querying technical documents. This experience honed my skills in implementing embedding-based retrieval and optimizing query processing, achieving impressive metrics such as a Precision of 0.88 and Recall of 0.8. I am passionate about leveraging my technical expertise to create impactful solutions.

In addition to my internship, I have worked on various projects, including an AI-powered resume ranker and predicting liver cirrhosis using machine learning techniques. I thrive in collaborative environments and am eager to contribute to innovative projects that push the boundaries of technology.

Experience

Work history, roles, and key accomplishments

Project Intern

Samsung

Jul 2024 - Jan 2025 (6 months)

Developed a RAG pipeline integrating FAISS-based retrieval and BART summarization for querying 3GPP and IETF documents. Implemented embedding-based retrieval using Sentence Transformers and FAISS indexing, achieving efficient retrieval with high precision, recall, F1, and MRR, and sub-second query response times.

Faiss BART Sentence Transformers 3GPP Python NLP

Education

Degrees, certifications, and relevant coursework

VIT Chennai

Bachelor of Technology, Computer Science and Engineering with Specialization in AI & ML

Grade: 8.90 CGPA

Pursued a Bachelor of Technology in Computer Science and Engineering with a specialization in AI & ML. Gained comprehensive knowledge in artificial intelligence, machine learning algorithms, and their applications.