Devakinand Dama - Master's Thesis: Analyzing Prompt Engineering for Data Extraction from Unstructured Data

Q: Where is Devakinand based?

Devakinand is based in Rosenheim, Germany .

Q: What languages does Devakinand speak?

Devakinand speaks the following languages: English (Advanced), German (Intermediate) .

Q: How many years of experience does Devakinand have?

Devakinand has at least 2 years of experience. During this time, Devakinand has worked in at least 4 different roles and for 1 company . The average length of individual experience is 1 year and 7 months . Note that Devakinand may not have shared all experience and actually has more experience.

Q: What is Devakinand's latest experience?

Devakinand's most recent position is Master's Thesis: Analyzing Prompt Engineering for Data Extraction from Unstructured Data at Technical Institute of Rosenheim .

Q: What companies has Devakinand worked for in recent years?

In recent years, Devakinand has worked for Technical Institute of Rosenheim .

Q: Which industries is Devakinand most experienced in?

Devakinand is most experienced in industries like Education , Banking and Finance , and Healthcare . Devakinand also has some experience in Manufacturing .

Q: Which business areas is Devakinand most experienced in?

Devakinand is most experienced in business areas like Research and Development (R&D) , Information Technology (IT) , and Business Intelligence .

Q: What is Devakinand's education?

Devakinand holds a Master in Mechatronics from Technical Institute of Rosenheim and a Bachelor in Mechanical Engineering from SRM Institute of Science and Technology .

Q: Does Devakinand have any certificates?

Devakinand has 4 certificates . Among them, these include: Convolutional Neural Networks With TensorFlow , Crash Course On Python , and Machine Learning Specialization .

Recommended expert

Rosenheim, Germany

Experience

Nov 2024 - May 2025

7 months

Master's Thesis: Analyzing Prompt Engineering for Data Extraction from Unstructured Data

Technical Institute of Rosenheim

Applied advanced machine learning techniques by developing a multi-strategy prompting framework (zero-shot, few-shot, CoT, instruction tuning) to extract structured data from complex financial and medical datasets, significantly enhancing model reliability and achieving an 18% improvement in F1-score through rigorous evaluation using advanced metrics (ROUGE-L, METEOR, Cosine Similarity).
Designed scalable structured-output workflows and built automated monitoring pipelines (spaCy, ClearML) for continuous performance tracking, simulating real-world MLOps principles.
Refined prompt strategies iteratively based on meticulous error analysis to ensure robust, production-ready performance.

Mar 2024 - Aug 2024

6 months

Student Assistant - AI Validation & Prompt Engineering

Technical Institute of Rosenheim

Designed and deployed LLM pipelines (GPT-3.5, GPT-4) for document-to-structured data conversion, leading to improved automation and data accuracy, demonstrating the ability to build algorithmic solutions.
Engineered end-to-end MLOps pipelines for continuous evaluation and reliable LLM deployment, leveraging ClearML to orchestrate CI/CD-like workflows.
Conducted bias detection and mitigation strategies, improving cross-domain robustness and fairness by 20%.
Collaborated with IT and research teams to ensure seamless integration of AI agents into existing systems and client environments.

Sep 2023 - Feb 2024

6 months

Student Assistant - Explainable AI for Real-Time Prediction

Technical Institute of Rosenheim

Designed and deployed an Explainable AI (XAI) framework (SHAP and LIME) for predictive modeling in manufacturing (injection molding), improving transparency and driving higher adoption rates of AI solutions among manufacturing stakeholders.
Automated data preprocessing to accelerate model readiness and ensure rapid deployment and iteration in production environments, successfully moving prototypes from concept to functional tools.
Collaborated with domain experts to validate model results, ensuring alignment with real-world operational needs and proving the capability to bridge the gap between technology and business.
Developed advanced visualization dashboards to effectively communicate AI insights to non-technical, cross-functional teams, supporting organizational decision-making.

Oct 2021 - Jul 2022

10 months

Synthetic Data Generation for Optical Localization (Master's Project)

Technical Institute of Rosenheim

Generated over 50,000 labeled synthetic images using Blender's 3D rendering capabilities for object detection model training, significantly enhancing the generalization of detection algorithms.
Created automated annotation scripts to generate bounding boxes, rotation angles, and pixel coordinates for every frame, ensuring a consistent and scalable data labeling process.
Integrated synthetic data into a training pipeline for YOLO and Faster R-CNN models, achieving a 15% improvement in detection accuracy on real-world test datasets, validating the effectiveness of synthetic-to-real transfer learning.

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Education (1.5 years), Banking and Finance (0.5 years), Healthcare (0.5 years), and Manufacturing (0.5 years).

Education

Banking and Finance

Healthcare

Manufacturing

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Research and Development (2 years), Information Technology (1.5 years), and Business Intelligence (1 year).

Research and Development

Information Technology

Business Intelligence

Summary

Master's graduate and hands-on Al/ML Scientist specializing in designing and deploying production-focused Deep Learning, LLM-powered systems, and scalable data & Al solutions. Proven ability to translate complex data science prototypes into functional tools that drive measurable business impact. Eager to apply strong analytical and technical skills in a client-facing, consultancy environment.

Core expertise: Cutting-edge Machine Learning Techniques, MLOps (ClearML), Prompt Engineering, Explainable AI (XAI), and Cross-functional Collaboration to deliver impactful, trustworthy, and algorithmic solutions.

Skills

Programming: Python, Sql
Nlp & Llm Techniques: Langchain, Openai Gpt-3.5/4, Instruction Tuning, Chain-of-thought Prompting, Zero-shot/few-shot Learning, Bias Mitigation, Spacy
Mlops & Tools: Clearml, Git, Jupyter, Virtual Environments, Aws/gcp/azure (Familiarity With Deployment/api Integration)
Ml/dl Frameworks: Pytorch, Tensorflow, Scikit-learn, Hugging Face Transformers
Data Handling: Pandas, Numpy, Spacy, Data Cleaning, Token-efficient Processing, Etl Pipelines
Evaluation & Xai: Rouge-l, Meteor, Cosine Similarity, Model Fine-tuning, Shap, Lime
Computer Vision/multimodal Al: Opencv, Yolo, Faster R-cnn, Blender, Synthetic Data Generation

Languages

English

Advanced

German

Intermediate

Education

Oct 2020 - Jul 2025

Technical Institute of Rosenheim

Masters in Engineering Sciences, Mechatronics · Mechatronics · Rosenheim, Germany

Aug 2015 - May 2019

SRM Institute of Science and Technology

Bachelor of Technology, Mechanical Engineering · Mechanical Engineering · Chennai, India

Certifications & licenses

Convolutional Neural Networks With TensorFlow

Coursera

Crash Course On Python

Coursera

Machine Learning Specialization

Coursera

Neural Networks And Deep Learning

Coursera

Profile

Created

October 2025

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Devakinand based?

Devakinand is based in Rosenheim, Germany.

What languages does Devakinand speak?

Devakinand speaks the following languages: English (Advanced), German (Intermediate).

How many years of experience does Devakinand have?

Devakinand has at least 2 years of experience. During this time, Devakinand has worked in at least 4 different roles and for 1 company. The average length of individual experience is 1 year and 7 months. Note that Devakinand may not have shared all experience and actually has more experience.

What roles would Devakinand be best suited for?

Based on recent experience, Devakinand would be well-suited for roles such as: Master's Thesis: Analyzing Prompt Engineering for Data Extraction from Unstructured Data, Student Assistant - AI Validation & Prompt Engineering, Student Assistant - Explainable AI for Real-Time Prediction.

What is Devakinand's latest experience?

Devakinand's most recent position is Master's Thesis: Analyzing Prompt Engineering for Data Extraction from Unstructured Data at Technical Institute of Rosenheim.

What companies has Devakinand worked for in recent years?

In recent years, Devakinand has worked for Technical Institute of Rosenheim.

Which industries is Devakinand most experienced in?

Devakinand is most experienced in industries like Education, Banking and Finance, and Healthcare. Devakinand also has some experience in Manufacturing.

Which business areas is Devakinand most experienced in?

Devakinand is most experienced in business areas like Research and Development (R&D), Information Technology (IT), and Business Intelligence.

What is Devakinand's education?

Devakinand holds a Master in Mechatronics from Technical Institute of Rosenheim and a Bachelor in Mechanical Engineering from SRM Institute of Science and Technology.

Does Devakinand have any certificates?

Devakinand has 4 certificates. Among them, these include: Convolutional Neural Networks With TensorFlow, Crash Course On Python, and Machine Learning Specialization.

What is the availability of Devakinand?

Devakinand is immediately available full-time for suitable projects.

What is the rate of Devakinand?

Devakinand's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.

How to hire Devakinand?

To hire Devakinand, click the Meet button on the profile to request a meeting and discuss your project needs.

Average rates for similar positions

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Market avg: 810-970 €

The rates shown represent the typical market range for freelancers in this position based on recent contracts on our platform.

Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.

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Experience

Master's Thesis: Analyzing Prompt Engineering for Data Extraction from Unstructured Data

Technical Institute of Rosenheim

Student Assistant - AI Validation & Prompt Engineering

Technical Institute of Rosenheim

Student Assistant - Explainable AI for Real-Time Prediction

Technical Institute of Rosenheim

Synthetic Data Generation for Optical Localization (Master's Project)

Technical Institute of Rosenheim

Industries Experience

Business Areas Experience

Summary

Skills

Languages

Education

Technical Institute of Rosenheim

Masters in Engineering Sciences, Mechatronics · Mechatronics · Rosenheim, Germany

SRM Institute of Science and Technology

Bachelor of Technology, Mechanical Engineering · Mechanical Engineering · Chennai, India

Certifications & licenses

Convolutional Neural Networks With TensorFlow

Coursera

Crash Course On Python

Coursera

Machine Learning Specialization

Coursera

Neural Networks And Deep Learning

Coursera

Profile

Frequently asked questions

Where is Devakinand based?

What languages does Devakinand speak?

How many years of experience does Devakinand have?

What roles would Devakinand be best suited for?

What is Devakinand's latest experience?

What companies has Devakinand worked for in recent years?

Which industries is Devakinand most experienced in?

Which business areas is Devakinand most experienced in?

What is Devakinand's education?

Does Devakinand have any certificates?

What is the availability of Devakinand?

What is the rate of Devakinand?

How to hire Devakinand?

Average rates for similar positions

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Experts recently working on similar projects

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