Headline

Machine Learning Engineer | Data Engineer | GenAI Developer | Building Data Solutions | AWS | Azure

About

With over years of experience in data engineering and machine learning, I am a seasoned professional dedicated to driving innovation and delivering impactful solutions in the realm of data science. My expertise spans a wide range of programming languages, frameworks, and cloud services, allowing me to tackle complex data challenges and drive business success. Data Engineering & Machine Learning Skills: In data engineering, I excel in Python, SQL, and PySpark, leveraging these languages to develop robust ETL processes, data models, and web applications using frameworks like FastAPI and Flask. My proficiency extends to data processing and analytics using Spark, Kafka, ElasticSearch, and data warehousing tools such as Snowflake, Redshift, and PostgreSQL. In the realm of machine learning, I have a strong command of TensorFlow and PyTorch, enabling me to implement advanced ML and NLP techniques. I specialize in fine-tuning Large Language Models (LLMs) and deploying them on AWS infrastructure, while also leveraging MLOps practices for model evaluation and optimization. Data Visualization & Cloud Services: I have extensive experience in crafting interactive and insightful data visualizations using tools like PowerBI, Tableau, and Superset. Additionally, I am proficient in utilizing AWS services such as EC2, S3, Redshift, Lambda, and Glue to develop scalable data solutions, implement CI/CD practices with Jenkins and AWS CodeBuild/CodeDeploy, and process big data with AWS Glue. Key Competencies: • Proficient in feedback management and data analytics. • Skilled in developing APIs within microservices architecture using Flask, Streamlit and FastAPI. • Experienced in designing robust data pipelines for banking platforms using AWS technologies, Python, Postgres, and PySpark. • Skilled in implementing data lakes with Databricks and AWS. • Proficient in streamlining CI/CD pipelines using AWS Glue ETL. • Strong problem-solving and defect-fixing abilities. • Customer-focused with a sense of ownership, urgency, and drive. • Well-versed in Waterfall and Agile methodologies of project delivery. • Actively involved in research and development, comparing RDMS, ElasticSearch, and Big Data solutions. • Excellent communication skills, always keep the stakeholders updated and informed. Conveying ideas, and solutions clearly and promptly. I am passionate about leveraging cutting-edge technologies to solve complex business challenges and am committed to continuous learning and professional growth in the ever-evolving field of data science.

Location

Kochi

Work experience

Machine Learning Engineer at ThinkPalm Technologies Pvt. Ltd., Feb 2026 - Present · 3 mos, Kochi, Kerala, India

Data Engineer at mitz, Mar 2023 - Jan 2026 · 2 yrs 11 mos, Kochi, Kerala, India, -Worked on various projects that helped to leverage tools like PySpark, Kafka, and Snowflake for data processing and analytics, while specializing in fine-tuning Large Language Models (LLMs) and NLP transformer models, deploying them on AWS infrastructure. -Utilizing AWS services such as EC2, S3, Redshift, and Glue to develop scalable data solutions and implement CI/CD practices for efficient deployment. - Build, fine-tune, and optimize scalable AI/ML architectures tailored for domain-specific applications in Banking, Tech, regional governance, and real-time political media monitoring. Integrate Retrieval-Augmented Generation(RAG) techniques to enhance model performance by retrieving relevant data (Vector Databases) during inference. -Crafting interactive data visualizations using PowerBI and Tableau.

Data Engineering Consultant at Reflections Info Systems, Jan 2024 - Dec 2025 · 2 yrs, Trivandrum, Kerala, India, -Focus on building efficient data pipelines, analytics platforms, and machine learning solutions. -Collaborated with cross-functional teams, including data scientists, analysts, and product managers, to deliver business-critical insights from large-scale datasets. -Worked on enhancing data quality, governance, and security across the Azure ecosystem using tools like Azure Purview, Key Vault, and Role-Based Access Control (RBAC).

Data Scientist at Luminar Technolab, Jun 2022 - Mar 2023 · 10 mos, Kochi, Kerala, India, Continuously enhancing my skills and gaining practical experience, I actively pursued a diploma course to delve deeper into the realms of data and machine learning. Through this program, I acquired knowledge of new models and developed proficiency in working with both traditional and advanced machine learning methodologies.

Commercial Engineer at WESTERN OFFSHORE & MARINE PROJECTS PRIVATE LIMITED, Sep 2018 - Oct 2021 · 3 yrs 2 mos, Kochi, -Orchestrated and oversaw insulation works for the INS Vikrant (India's 1st Indigenous Aircraft Carrier) at Cochin Shipyard Ltd, ensuring seamless execution within project timelines. -Analysed, estimated, and executed various Navy tenders for repair and maintenance projects at A&N Islands, overseeing turn-key operations with a cumulative value exceeding $305k. -Led the estimation and execution of biennial ship-cleaning and blasting tender works for Navy frigates at Goa Shipyard Ltd (GSL), optimizing processes to achieve project objectives valued at approximately $240K. -Strategised and executed tenders for biennial ship cleaning and insulation works for frigates and barges, totalling approximately $370K, at Garden Reach Shipbuilders and Engineers Ltd (GRSE), ensuring adherence to budget and timeline constraints. -Forecasted business trends and spearheaded team planning and budgeting initiatives, contributing to the successful execution of associated projects. -Implemented innovative data analysis, visualization, and tender analysis strategies, showcasing adaptability and forward-thinking to drive project success. -Coordinated team efforts and provided performance analysis to optimize productivity and achieve production targets, fostering a collaborative and high-performing work environment.

Education

Diploma in Business Analytics and Data Science, Artificial Intelligence, National Council for Technology and Training (NACTET)

Bachelor of Technology (B.Tech.), Mechanical Engineering, College of Engineering , Munnar