M.Tech
National Institute of Technology, Tiruchirappalli
Data Analytics
August 2023 — June 2025
CGPA9.02/10
AI Engineer · India
Building intelligence that feels useful.
I design and ship AI products at the intersection of machine learning, language, and real human needs.
Available for select work
Let’s make something smart.
Open to AI engineering roles, product collaborations, and ambitious ideas.
AI / ML
ENGINEERING FOCUS
LLM
APPLICATIONS
RAG
SYSTEMS & EVALUATION
My Projects
route(message)
→ notify
→ digest
→ mute
→ notify
→ digest
→ mute
Message Notification Router ↗
Personalized message routing using behavioral retrieval, TF-IDF, safety rules, OCR/ASR, and optional LLM adjudication.
docNLPsum✓
Legal Case Summarization ↗
Abstractive summarization of legal case documents.
emotion → cause
Predicting Emotional Causes ↗
A two-stage BERT pipeline for emotion classification and extracting emotion-triggering spans.
predict(customer)
churn_risk = model()
return action
churn_risk = model()
return action
Customer Churn Prediction ↗
Machine learning project for customer churn prediction.
My Experience
Experience across companies.
AI Engineer · RND OptimizAR · June 2025 — Present
Built and optimized RAG pipelines using AWS Bedrock Knowledge Bases to provide relevant domain and system context to downstream LLM applications.
Developed real-time voice agents with state management, interruption handling, context retention, low-latency responses, and LLM-driven conversational orchestration.
Designed multi-step medical document processing workflows in LangGraph for information extraction, using parallel orchestration and intelligent task routing to reduce processing time by 60%.
AI Engineer Intern · RND OptimizAR · January 2025 — May 2025
Built a medical document classification system by fine-tuning transformer models. Applied OCR and LLM-based question answering to extract structured and unstructured data from scanned medical documents.
Business Development Executive · Tata Advanced Systems · November 2020 — August 2022
Developed a Python and Regex based information-extraction system for BOM data from PDF documents, reducing manual effort by 70%.
PythonPyTorchHugging FaceLangGraphAWS BedrockFastAPIOCRSTT / TTS
Education
Built on strong
foundations.
B.Tech
Odisha University of Technology and Research, Bhubaneswar
Mechanical Engineering
August 2016 — August 2020
CGPA8.90/10
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