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ranjith rondla

@ranjithrondla

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Data scientist and ML engineer specializing in NLP, GenAI, and production ML systems.

India

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What I'm looking for

I seek roles building production NLP/GenAI systems where I can lead end-to-end ML development, mentor teams, work with modern LLM toolchains and deliver business-impacting solutions in collaborative, product-focused environments.

I am a data scientist and machine learning engineer with 5+ years of industry experience building NLP, deep learning and generative AI solutions across production environments. I design and deploy end-to-end ML pipelines using Python, PySpark, AWS SageMaker, LangChain and vector databases, and I have domain expertise in pharmacovigilance, chatbot/intent systems, and large-scale text analytics.

I have led model development, data engineering and API deployment efforts, built Streamlit user interfaces and FastAPI services, and implemented RAG solutions with ChromaDB and Pinecone. I thrive on turning ambiguous business problems into validated, deployable ML products and mentoring teammates on practical machine learning workflows.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Intellectuals AI Solutions Pvt Ltd

May 2025 - Present (5 months)

Developed NLP and GenAI solutions for pharmacovigilance, building RAG pipelines, REST APIs and Streamlit apps that improved signal identification workflows and model integration using AWS SageMaker.

NLP LLMs AWS Sagemaker fastAPI Streamlit Pydantic Docker LLM

AI Developer

Teleperformance

Jul 2024 - May 2025 (10 months)

Built multilingual NLP pipelines including machine translation, lexical normalization, topic modeling and intent detection for chatbot transcript analysis, and delivered Streamlit GenAI apps for interactive insights.

Machine Translation Topic modeling NER Streamlit Python NLTK

NLP Engineer

Dolf Technologies Pvt Ltd

Apr 2021 - Jun 2024 (3 years 2 months)

Designed web-scraping and NLP pipelines, ETL into MongoDB, and deep learning models (ANN/CNN/BLSTM) for text and job-portal analytics, and mentored team members on ML tooling and deployment.

Web Scraping Selenium NLTK Gensim TensorFlow PyTorch Keras MongoDB ETL Python

Associate Analyst

Wipro

Jan 2020 - Feb 2021 (1 year 1 month)

Implemented end-to-end data analytics and ML solutions including a DNN test-case prioritization classifier (93.21% accuracy), distributed ML on Spark/Hadoop, and predictive models using ensemble methods.