Maneesha M

ML Engineer and Data Scientist with 2.8 years of production experience building NLP pipelines, LLM applications, and real-time inference systems on AWS. Currently working as a Data Scientist & IT Trainer, leading end-to-end ML project delivery and mentoring 300+ trainees. Delivered RAG pipelines with sub-200ms response times, reduced inference latency by 25%, and cut manual interventions by 60%. MSc in Statistics with strong problem-solving and analytical mindset.

Data Scientist & IT Trainer - Arcraft Infotech - Ernakulam, India

(2025-03)

• Developed a Trainee Performance Analytics System for 300+ trainees, benchmarking test scores, project grades, and attendance with statistical comparisons and visual dashboards.
• Built and deployed Machine Learning, Deep Learning, NLP, and LLM projects with real-time model inference exposed via RESTful APIs.
• Mentored students in Data Science, ML, and NLP, leading end-to-end project delivery from data ingestion to cloud deployment, applying strong problem-solving and analytical thinking throughout.

Machine Learning Engineer - Gofree Lab Technologies - Ernakulam, India

(2023-10 - 2025-03)

• Deployed ML models on AWS SageMaker for real-time predictions, reducing inference latency by 25% and supporting 500+ daily API calls.
• Built NLP pipelines for aspect-based sentiment analysis across 1K+ customer reviews, achieving 84% aspect-classification accuracy.
• Designed a user recommendation system with cosine similarity and distributed computation, improving batch throughput by ~40% across 100K+ profiles using Dask.
• Automated model deployment and monitoring via AWS Lambda and API Gateway with CI/CD pipelines, cutting manual pipeline interventions by 60%.

MSc - Statistics - Kerala University of Fisheries and Ocean Studies (KUFOS)

BSc - Mathematics - University of Kerala