ranjith rondla
@ranjithrondla
Data scientist and ML engineer specializing in NLP, GenAI, and production ML systems.
IndiaWhat I'm looking for
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
Data Scientist
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.
TEBuilt 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.
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.
WIImplemented 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.
Education
Degrees, certifications, and relevant coursework
Methodist College of Engineering and Technology
Bachelor of Technology, Mechanical Engineering
2014 - 2018
Completed a Bachelor of Technology in Mechanical Engineering from June 2014 to May 2018.
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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