Aditya Mangal

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About Aditya Mangal

AI Enthusiast, Innovative, Fast Learner

Senior Data Scientist

Gold Medalist from IIIT Surat with expertise in AI, Machine Learning, and Cloud MLOps. Passionate about solving real-world problems with innovative solutions.

Technical Skills

Proficient in a diverse range of technical domains and cutting-edge tools.

AI & Machine Learning

Machine Learning Deep Learning Computer Vision Natural Language Processing Statistical Analysis Data Analytics Quantitative Analysis

AI Models & Tools

YOLO Tesseract LLAMA LayoutLM Transformers RAG LLM Hugging Face

Frameworks

TensorFlow PyTorch Keras OpenCV BERT LangChain

Cloud MLOps

AWS GCP E2E FluidStack Heroku AWS Bedrock EC2 Multi-GPU Handling Docker Sagemaker Load Balancer AutoScaler CloudWatch Jenkins Github Gitlab Bitbucket MLFlow

Programming

C/C++ Python Dart Assembly Language Embedded C

Databases

MySQL Firebase MongoDB AWS S3 ChromaDB FaissDB Milvus Qdrants

Web Development

HTML CSS Bootstrap JavaScript Flask Django FastAPI

Resume

Aditya Mangal - AI Enthusiast, Innovative, and Fast Learner with expertise in Machine Learning, Deep Learning, and Computer Vision.

Summary

Aditya Mangal

Senior Research Engineer with a passion for AI and innovative problem-solving.

Education

B.Tech in Electronics & Communication Engineering

2017 - 2021

Indian Institute of Information Technology, Surat - Gold Medalist (9.23 CGPA)

12th (HSC)

2015 - 2016

Board of Senior Secondary Education, Rajasthan - 88.60%

Professional Experience

Senior Research Engineer

Jan 2024 - Present

Insurance Samadhan, Noida

  • Led a team of 6 to deliver complex AI projects.
  • Developed scalable architecture using Docker, Kafka, and AWS.
  • Integrated Retrieval-Augmented Generation (RAG) and LLMs for information extraction.
  • Implemented a GPU-based server scaling algorithm for resource optimization.

Research Engineer

Jan 2023 - Dec 2023

Eigenlytics Data Solution, Hyderabad

  • Built KYC data extraction modules using YOLOv5 and Google OCR.
  • Implemented an Optical Mark Reader (OMR) with 95% accuracy.
  • Developed Super Resolution and De-Noising models using SRGAN.

Associate Data Scientist

July 2021 - Apr 2022

Eigenlytics Data Solution, Hyderabad

  • Worked on advanced algorithms for FinTech software.
  • Developed an OCR system for text recognition.
  • Built face recognition and object detection models.
Download Full Resume

Portfolio

Highlighted projects demonstrating expertise in AI, ML, Computer Vision, NLP, and MLOps.

Fine-Tuning TinyLlama on WhatsApp Chats

Fine-tuned TinyLlama-1.1B on personal WhatsApp chat data to build a custom AI chatbot. Implemented LoRA & PEFT for optimization and deployed for real-time interaction.

TinyLlama LoRA PEFT Python

Contact

Get in touch with Aditya Mangal for collaborations or queries.

Address

Noida, India

Call Me

8619131789

Email Me

adityamangal98@gmail.com