Recommended expert

Mitali Soti

Freelancer

Mitali Soti
Krefeld, Germany

Experience

Jul 2025 - Present
8 months
Cologne, Germany

Freelancer

Fintom8 Fintech AI UG

  • Built and launched the AI-powered “E-Invoice Corrector,” an intelligent system for validating and correcting invoices, using Python, FastAPI, and machine learning. The system is now live at Fintom8.
  • Converted the Corrector into a fully functional API, published with Swagger documentation for easy access and integration by internal and external consumers.
  • Designed, experimented with, and optimized advanced LLM prompts and meta-prompting strategies to improve automated reasoning, error correction, and decision-making in agent workflows.
  • Wrapped and integrated existing APIs within the Google Agent Development Kit (ADK) framework to enhance automation capabilities and conversational AI workflows.
  • Implemented comprehensive unit testing using pytest and unittest, and employed breakpoint debugging (VS Code, pdb) to ensure code reliability, maintainability, and smooth runtime execution.
  • Utilized Pydantic and Tabulate for structured data validation, API schema management, and clear tabular data representation in testing and debugging workflows.
  • Pursuing the Google Cloud Professional Certificate.
Jun 2024 - Jun 2025
1 year 1 month
Berlin, Germany

Java Backend Programming

DCI Digital Career Institute GmbH

  • Learned core and advanced Java concepts
  • Worked with PostgreSQL and MySQL databases
  • Used Spring Boot, Spring Security, Spring MVC, Hibernate, JDBC, REST APIs, and cloud services
  • Focused on writing clean code following SOLID principles
  • Completed a German language course (Lingoda, Berlin) and achieved B2 certificate
Oct 2023 - Apr 2024
7 months
India

MERN Stack Developer

OneTick CDC

  • Learned end-to-end web application development using MongoDB, Express.js, React.js, and Node.js (MERN) stack
  • Built full-stack projects focusing on API design, authentication, and responsive UI development
  • Gained hands-on experience with JavaScript ES6+, RESTful APIs, Git/GitHub, and deployment workflows
  • Focused on clean, modular code and modern front-end practices
May 2022 - Aug 2023
1 year 4 months
Friedberg, Germany

German Integration Course

VHS Friedberg

Dec 2008 - May 2020
11 years 6 months
India

HR Manager

Various Reputed Companies

  • Managed the full spectrum of HR functions, including recruitment, training, and operations, across multiple organizations
  • Coordinated cross-departmental teams to streamline processes and ensure effective communication between management, technical, and operational units
  • Led digital transition initiatives such as data-driven HR reporting and system automation to enhance efficiency and decision-making

Summary

AI engineer who built and delivered an LLM-based E-Invoice Corrector to production using Python, FastAPI, Google ADK & cloud infrastructure, with documented REST APIs (Swagger). Strong in prompt engineering, retrieval-based system design and agent workflows; currently deepening hands-on experience with transformer fine-tuning, vector databases and CI/CD.

Skills

  • Ai & Machine Learning Applications

  • Langgraph And Google Adk

  • Full-stack & Backend Development

  • Cloud Computing & Deployment

  • Api Design & Integration (Fastapi, Swagger)

  • Data-driven Process Automation

  • Effective Communication

  • Agile Development & Version Control (Git)

  • Cross-functional Coordination

  • Technical Curiosity

  • Continuous Learning & Innovation

  • Organizational Skills

  • Adaptability

  • Problem Solving

  • Team Collaboration

  • Attention To Detail

  • Continuous Learning

  • Solution-oriented Mindset

  • Time Management

  • Python

  • Fastapi

  • Langgraph

  • Google Adk

  • Llms

  • Restful Apis

  • Swagger

  • Java

  • Spring Boot

  • Sql

  • Postgresql

  • Mysql

  • Mongodb

  • Google Cloud

  • Git

  • Tensorflow

  • Pydentic

  • Hugging Face

  • Apache Kafka

  • React.js

  • Node.js

  • Vs Code

  • Postman

  • Jira

  • Ms Office

Languages

Hindi
Native
Urdu
Native
English
Advanced
German
Intermediate

Education

Jul 2007 - Jun 2009

IMS Ghaziabad/GJ University

MBA · HR & Marketing · Ghaziabad, India

Jul 2003 - Jun 2006

MJPR University

B. Sc. · Physics, Chemistry & Mathematics · India

Certifications & licenses

Certificate Of Participation - Introduction To German Payroll Accounting

Certificate Of Successful Completion (With Examination) - Scrum

Certificate Of Successful Completion (With Examination) - Social Intelligence

Certificate Of Successful Completion (With Examination) - Teamwork

Certificate Of Successful Completion - Salesforce Administrator & Lightning App Builder

Profile

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Frequently asked questions

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

Where is Mitali based?

Mitali is based in Krefeld, Germany.

What languages does Mitali speak?

Mitali speaks the following languages: Hindi (Native), Urdu (Native), English (Advanced), German (Intermediate).

How many years of experience does Mitali have?

Mitali has at least 14 years of experience. During this time, Mitali has worked in at least 5 different roles and for 5 different companies. The average length of individual experience is 2 years and 11 months. Note that Mitali may not have shared all experience and actually has more experience.

What roles would Mitali be best suited for?

Based on recent experience, Mitali would be well-suited for roles such as: Freelancer, Java Backend Programming, MERN Stack Developer.

What is Mitali's latest experience?

Mitali's most recent position is Freelancer at Fintom8 Fintech AI UG.

What companies has Mitali worked for in recent years?

In recent years, Mitali has worked for Fintom8 Fintech AI UG, DCI Digital Career Institute GmbH, OneTick CDC, and VHS Friedberg.

Which industries is Mitali most experienced in?

Mitali is most experienced in industries like Education, Banking and Finance, and Information Technology (IT).

Which business areas is Mitali most experienced in?

Mitali is most experienced in business areas like Human Resources (HR), Information Technology (IT), and Product Development.

Which industries has Mitali worked in recently?

Mitali has recently worked in industries like Education, Banking and Finance, and Information Technology (IT).

Which business areas has Mitali worked in recently?

Mitali has recently worked in business areas like Information Technology (IT) and Product Development.

What is Mitali's education?

Mitali holds a Master in HR & Marketing from IMS Ghaziabad/GJ University and a Bachelor in Physics, Chemistry & Mathematics from MJPR University.

Does Mitali have any certificates?

Mitali has 5 certificates. Among them, these include: Certificate Of Participation - Introduction To German Payroll Accounting, Certificate Of Successful Completion (With Examination) - Scrum, and Certificate Of Successful Completion (With Examination) - Social Intelligence.

What is the availability of Mitali?

Mitali is immediately available full-time for suitable projects.

What is the rate of Mitali?

Mitali'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 Mitali?

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

Average rates for similar positions

Rates are based on recent contracts and do not include FRATCH margin.

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Market avg: 910-1070 €
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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