Aswin K J User
@aswinkjuser
I build production-ready AI applications using LLMs, RAG, deep learning, and cloud platforms.
IndiaWhat I'm looking for
I'm an AIML undergraduate building production-ready AI applications, from LLM and RAG agents to deep-learning inference systems. At FlyRank, I engineer semantic clustering, intent-classification, and opportunity-scoring pipelines that turn search and analytics data into actionable recommendations.
Previously at LabMentix, I built TensorFlow and EfficientNetB0 pipelines with MLflow experiment tracking and deployed real-time predictive analytics dashboards in Streamlit. My projects include a voice-to-code assistant using Flask, Gemini, Web Speech API, and GitHub REST API, designed for accessible voice-driven development.
I also built Finassist, a personal-finance PWA with a Gemini tool-use agent, RAG retrieval, FastAPI, React, and offline capabilities. I bring strong Python and DSA fundamentals, hackathon wins, and experience leading technical teams and large-scale events.
Experience
Work history, roles, and key accomplishments
ML Intern
FlyRank
Jul 2026 - Present (2 months)
Engineered semantic clustering and intent-classification pipelines using embeddings and unsupervised learning to map search-query demand to content-coverage gaps. Developed opportunity-scoring models translating raw search/analytics data into ranked, actionable recommendations.
DA Intern
LabMentix
Jul 2025 - Dec 2025 (5 months)
Engineered deep learning pipelines using TensorFlow and EfficientNetB0 transfer learning, integrating MLflow for MLOps experiment tracking. Architected and deployed real-time predictive analytics inference dashboards using Streamlit.
Education
Degrees, certifications, and relevant coursework
SNS College of Technology
Bachelor of Technology, Artificial Intelligence and Machine Learning
Grade: 9.27/10
Pursuing a Bachelor of Technology in Artificial Intelligence and Machine Learning with a current CGPA of 9.27/10.
The Oxford School
Higher Secondary, General Studies
2022 - 2024
Activities and societies: School Head Boy
Completed higher secondary education (X and XII) and served as School Head Boy.
Availability
Location
IndiaAuthorized to work in
Salary expectations
Job categories
Skills
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