Sree Madhu Kiran Lagudu
@sreemadhukiranlagudu
Aspiring AI and ML engineer with hands-on project experience.
IndiaWhat I'm looking for
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.
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.
Sri Chaitanya Vidya Niketan
High School Diploma, General Studies
Grade: 82.4%
Completed high school education under the CBSE curriculum. Focused on a broad range of subjects, achieving an overall percentage of 82.4%.
Sri Chaitanya EM School
Secondary School Certificate, General Studies
Grade: 100%
Completed secondary education under the AP SSC board. Achieved a perfect score of 100% in the examinations.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
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