vaishali manorama manda

VM

Looking for a job

vaishali manorama manda

@vaishalimanoramamand

ML/AI engineer at PurpleTalk India Pvt. Ltd. who developed a medical image captioning pipeline with an 85%+ BLEU score.

At PurpleTalk India Pvt. Ltd., I developed and fine-tuned transformer-based NER models and built a multimodal captioning pipeline for medical images, achieving an 85%+ BLEU score.

I also customized YOLO models for detection, created radar image processing systems using PaddleOCR, and developed a semantic search engine and a GenAI-powered voice agent. My work includes Ruby APIs for real-time ML-based lab report predictions.

Experience

Work history, roles, and key accomplishments

PL

Associate Analyst

PurpleTalk India Pvt. Ltd.

May 2022 - Nov 2025 (3 years 6 months)

Engineered and deployed NLP and vision models for real-world applications, including transformer-based NER, multi-modal captioning, and YOLO-based detection. Built and maintained Ruby APIs for real-time ML-based lab report predictions and integrated GenAI-powered voice agents for interview scheduling.

Python TensorFlow PyTorch Transformers NER YOLO Paddle OCR OpenCV Lang Chain Semantic Search Ruby API Development Data Augmentation Model Optimization

Education

Degrees, certifications, and relevant coursework

JH

Jawaharlal Nehru Technological University Hyderabad

B.Tech, Electronics & Communication Engineering

2013 - 2017

Completed B.Tech in Electronics & Communication Engineering from JNTUH from 2013 to 2017.

SW

Swecha

Industrial Training Camp, Industrial Training

Completed an Industrial Training Camp organized by Swecha.

SK

SkillNation

Power BI Workshop, Data Visualization

Completed a Power BI Workshop conducted by SkillNation.

SK

SkillNation

SQL Basics Workshop, Database

Completed an SQL Basics Workshop conducted by SkillNation.

IN

Innomatics

Machine Learning Training, Machine Learning

Completed Machine Learning Training provided by Innomatics.

BP

Birla Institute of Technology and Science, Pilani

M.Tech, Software Systems (Data Analytics)

2023 - 2024

Pursued M.Tech in Software Systems with a focus on Data Analytics from BITS Pilani from 2023 to 2024.

Tech stack

Software and tools used professionally

Jupyter

OpenCV

JavaScript

Python

Ruby

TensorFlow

PyTorch

Transformers

Git

SQL

LangChain

Seaborn

Matplotlib

Power BI

Availability

Looking for a job

Location

India

Authorized to work in

Salary expectations

140k+ INR

Job categories

Skills

Machine Learning Natural Language Processing Computer Vision Generative AI Deep Learning Model Development Model Deployment Model Training Model Fine Tuning Named Entity Recognition Large Language Models Multimodal GenAI Pipelines Image Captioning Object Detection Image Segmentation

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