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Manish Choudhury Official

Manish Choudhury Official

AI Exepert

India flagBrahmapur, India
$10.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

Medical Imaging
Dermatology Domain Expertise
Education Domain Expertise

Top Data Types

ImageImage
AudioAudio
TextText

Top Task Types

ClassificationClassification
TranscriptionTranscription
Computer Programming/CodingComputer Programming/Coding

Freelancer Overview

Skin Cancer Detection Image Classification (Deep Learning Project). Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include TensorFlow and Other. Education includes Matriculation, SSVM, Phulbani (2020) and Higher Secondary Education, Triveni Higher Secondary School (2022). AI-training focus includes data types such as Image and Audio and labeling workflows including Classification and Transcription.

Entry LevelEnglishOdia OriyaHindi

Labeling Experience

RAG-Based AI Teaching Assistant: Audio Transcription & Labeling

OtherAudioTranscription
I built a Retrieval-Augmented Generation (RAG) pipeline to transcribe and process educational videos using OpenAI's Whisper. I generated and stored document embeddings to retrieve contextual video chunks efficiently. I integrated Large Language Models to answer questions based on the processed video content. • Transcribed educational videos to text using audio processing tools. • Aligned processed transcript with video chunks for context retrieval. • Labeled data was used to support question answering accuracy. • Focus was on audio transcription and data preparation for AI teaching assistant.

I built a Retrieval-Augmented Generation (RAG) pipeline to transcribe and process educational videos using OpenAI's Whisper. I generated and stored document embeddings to retrieve contextual video chunks efficiently. I integrated Large Language Models to answer questions based on the processed video content. • Transcribed educational videos to text using audio processing tools. • Aligned processed transcript with video chunks for context retrieval. • Labeled data was used to support question answering accuracy. • Focus was on audio transcription and data preparation for AI teaching assistant.

Not specified

Skin Cancer Detection Image Classification (Deep Learning Project)

ImageClassification
I developed a deep learning model for classifying skin lesions using dermoscopic images. I performed extensive preprocessing including normalization, augmentation, and noise reduction. I applied CNN-based architectures such as EfficientNet and ResNet with transfer learning for optimal results. • Data consisted of labeled medical images of skin lesions. • Tasks included image normalization, augmentation, and cleaning. • Labeled dataset was used for supervised training of the CNN model. • Focus was on medical image classification for cancer detection.

I developed a deep learning model for classifying skin lesions using dermoscopic images. I performed extensive preprocessing including normalization, augmentation, and noise reduction. I applied CNN-based architectures such as EfficientNet and ResNet with transfer learning for optimal results. • Data consisted of labeled medical images of skin lesions. • Tasks included image normalization, augmentation, and cleaning. • Labeled dataset was used for supervised training of the CNN model. • Focus was on medical image classification for cancer detection.

Not specified

Education

T

Triveni Higher Secondary School

Higher Secondary Education, General Education

Higher Secondary Education
2020 - 2022
S

SSVM, Phulbani

Matriculation, General Education

Matriculation
2020 - 2020

Work History

N

N/A

Machine Learning and Deep Learning Intern

Brahmapur
2023 - 2023
W

Wikimedia Foundation

Open Source Contributor

Brahmapur
2023 - 2023