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Ramakrishna Mamidi

@ramakrishnamamidi

Message

Experienced data scientist specializing in AI/ML, computer vision, and cloud-native solutions.

India

Message

What I'm looking for

I seek roles building production ML/AI systems with cloud-native teams, technical leadership, measurable impact, and opportunities to mentor and innovate.

I am an experienced Data Scientist and Defence Technology Consultant with over 11 years delivering end-to-end AI/ML, computer vision, OSINT, and cyber security solutions across defense, finance, and engineering sectors. I architect scalable cloud-native pipelines, productionize models using Docker and Kubernetes, and build secure APIs and microservices to enable real-time analytics and automation.

I have led cross-functional teams, mentored junior engineers, and driven measurable business impact — from reducing ETL run-times and increasing lead conversions by 75% to deploying semantic search and document automation products. I combine strong engineering practices with domain expertise to deliver robust, production-ready ML systems and innovative generative AI prototypes.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Independent Consultant

Sep 2024 - Present (1 year 1 month)

Architected and deployed scalable AI/ML solutions on AWS and Azure, built end-to-end data pipelines and CI/CD for model training, and delivered predictive maintenance and anomaly-detection systems across manufacturing, finance, and retail clients.

Python AWS Azure Docker Kubernetes CI CD NLP Computer Vision

Senior Data Scientist

Clik.ai

May 2021 - Jan 2024 (2 years 8 months)

Refactored backend for AutoUW offering, implemented document parsers and image-processing for 10,000+ documents across 30 formats, and developed a GENAI POC for automated document interaction and summarization.

Flask Python Image Processing GenAI API Development Automation)Backend Engineering Automation

Assistant Manager

Solenis

Nov 2020 - May 2021 (6 months)

Optimized SQL ETL for price-volume-mix analysis reducing runtime from 4 hours to 1, and built segmentation and KNN clustering models to extract insights from stitched datasets.

SQL ETL K NN Segmentation Data Modeling Performance Optimization Python Analytics

Full Stack Data Scientist

Deloitte

Nov 2017 - Nov 2020 (3 years)

Built semantic search with transformers and FAISS, improved text-generation accuracy from 67% to 79%, developed ETL pipelines on Azure Databricks and marketing/sales optimization models that increased lead conversion by 75% in 6 months.

Transformers Faiss TensorFlow Databricks Pyspark ETL OSINT SQL Tableau)Tableau

Automation Engineer

Algonox

Jul 2016 - Nov 2017 (1 year 4 months)

Led an R&D team of four to deliver RPA solutions for banking, auto, and pharma clients, developed an NLP/text-mining engine for RxGenie, and migrated e-commerce platforms using AWS Lambda automation.

RPA NLP AWS Lambda Automation)Python Team Leadership Integration Automation

Associate

Cognizant

Oct 2013 - Jun 2016 (2 years 8 months)

Served as MIS lead performing data extraction, cleansing, visualization and automation to improve reporting efficiency, and built VBA and C# tools for research and data quality analysis.

VBA C++Data Cleaning Data Visualization MIS Excel Process Improvement

Education

Degrees, certifications, and relevant coursework

Jawaharlal Nehru Technological University - Hyderabad

Bachelor of Technology, Electrical and Electronics Engineering

2009 - 2013

Grade: 3.75 GPA

Completed a Bachelor of Technology in Electrical and Electronics Engineering with a strong academic record and relevant coursework in engineering and computing.