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Vedit Agrawal

@veditagrawal

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Computer Science student and applied AI practitioner building scalable ML systems and products.

India

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What I'm looking for

I seek remote roles building scalable ML systems and production deployments in collaborative Agile teams, focusing on model performance, MLOps, and product impact.

I am a Bachelor of Computer Science and Business Systems student with hands-on experience designing and deploying end-to-end machine learning pipelines and production-ready services. I have improved model accuracy and latency through feature engineering, model optimization, and asynchronous data pipelines.

My internships and projects include building job-matching systems using BERT and USE, real-time recommendation services with TensorFlow.js and WebSockets, and computer vision models deployed with YOLOv8 and TensorFlow Serving. I have implemented microservices, containerization, CI/CD and cloud deployments on AWS and Oracle Cloud.

I collaborate in cross-functional Agile teams, focus on measurable impact (for example, +18% model accuracy and -40% API response time), and enjoy working on scalable ML infrastructure, model deployment, and full-stack ML-enabled products.

Experience

Work history, roles, and key accomplishments

Applied AI Intern

ScaleDux

Aug 2025 - Oct 2025 (2 months)

Designed and deployed end-to-end ML pipelines and containerized DL models, improving model accuracy by 18% and reducing API response time by 40% through asynchronous pipelines and CI/CD automation.

Python scikit learn XGBoost TensorFlow Docker AWS Celery Redis GitHub Actions

AI Engineer (Project)

CareerConnect AI

Nov 2024 - Feb 2025 (3 months)

Engineered a semantic job-matching system using BERT/USE and built a scalable RESTful backend supporting 10K+ concurrent users, improving throughput by 35% via microservices and message queues.

BERT Universal Sentence Encoder MongoDB Redis Docker Microservices WebSockets

ML Project Developer

Personal Project

May 2024 - Jul 2024 (2 months)

Developed an LSTM-based stock trend predictor achieving 85% directional accuracy and deployed a real-time analytics dashboard with optimized inference via TensorFlow Serving.

TensorFlow Keras NumPy Docker Streamlit Keras Tuner Yahoo Finance API

Education

Degrees, certifications, and relevant coursework

BMS College of Engineering

Bachelor of Computer Science and Business Systems, Computer Science and Business Systems

2023 -

Grade: 8.60/10

Pursuing a Bachelor of Computer Science and Business Systems with coursework in data structures, operating systems, DBMS, algorithms, NLP, AI, and software development lifecycle.