Aman Reddy J

B.Tech CSE (AI) student · Aspiring Software Development / AI Engineer

Hyderabad, Telangana, India

@aman_reddy

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🎓 B.Tech in Computer Science and Engineering (Artificial Intelligence) at Amrita Vishwa Vidyapeetham · Graduating 2027

About

Computer Science and Engineering (Artificial Intelligence) student at Amrita Vishwa Vidyapeetham with experience in enterprise AI, data pipelines, and retrieval-augmented generation. Focused on Web Application development, frontend and UI/UX design, machine learning, deep learning, and applied software development for AI systems.

Experience

Software Development Intern

Tech Mahindra · Hyderabad

Apr 2026 – Jun 2026

Worked on an enterprise knowledge assistant project for secure, on-premise information retrieval. Developed data ingestion, preprocessing, vectorization, and retrieval pipelines using Python, FastAPI, ChromaDB, vector embeddings, and RAG; integrated open-source LLMs for contextual question answering; applied SDLC best practices and Azure DevOps for CI/CD automation.

Education

B.Tech in Computer Science and Engineering (Artificial Intelligence)

Amrita Vishwa Vidyapeetham

Computer Science and Engineering (Artificial Intelligence) · Aug 2023 – May 2027

Skills

3 to 6 months

Python Deep Learning Machine Learning

<3 months

C SQL SDLC LLMs Agile PyTorch Web Design JavaScript Agentic AI Systems Backend development Frontend development Statistical Analysis

Tools / apps / platforms

3 to 6 months

ChromaDB Microsoft Azure DevOps Services

<3 months

Git MySQL MongoDB VS Code

Projects

RoboSeg

YOLOv8, EfficientNet-B0, ResNet-50

Data-driven waste segregation system for hospital operations with end-to-end preprocessing, model training, validation, and Edge AI inference pipelines for real-time multi-stage waste classification.
SagarKavach-AI

YOLOv8-OBB

Maritime surveillance and threat intelligence decision-support system built by processing large-scale aerial image and video datasets for training and validating YOLOv8-OBB models; included preprocessing, augmentation, annotation, and real-time inference workflows.

Courses & certifications

Emotional Intelligence course · Amazon AWS
Machine Learning course · UC Davis
SQL course · Cisco
AI course · IBM
Snowflake Big Data and Data Engineering courses · Snowflake

🏆 Achievements & awards

LeetCode top 2.3% · 2025

Solved 500+ problems across LeetCode and HackerRank and ranked in the top 2.3% on LeetCode.
University Merit Scholarship · 2023

Awarded based on entrance examination rank.
Best Paper Award at AIMLA 2026 · 2026

Received the Best Paper Award at AIMLA 2026 (4th International Conference on Artificial Intelligence and ML Applications).

⚽ Extracurricular activities

Lead, IEEE Computer Society at Amrita Chennai

Led the IEEE Computer Society chapter and organized several inter-college hackathons and technical events.
Conference presenter

Sole undergraduate presenter at CIRP LCE 2026, Japan; 3× international conference presenter across IEEE and CIRP events.

📚 Publications

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