Muskan Verma - AI Engineer

Q: Where is Muskan based?

Muskan is based in Berlin, Germany .

Q: What languages does Muskan speak?

Muskan speaks the following languages: English (Advanced), German (Elementary) .

Q: How many years of experience does Muskan have?

Muskan has at least 4 years of experience. During this time, Muskan has worked in at least 3 different roles and for 3 different companies . The average length of individual experience is 1 year and 5 months . Note that Muskan may not have shared all experience and actually has more experience.

Q: What is Muskan's latest experience?

Muskan's most recent position is AI Engineer at Sagas IT Analytics .

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

In recent years, Muskan has worked for Sagas IT Analytics and Grandview Research .

Q: Which industries is Muskan most experienced in?

Muskan is most experienced in industries like Professional Services and Information Technology (IT) .

Q: Which business areas is Muskan most experienced in?

Muskan is most experienced in business areas like Information Technology (IT) , Business Intelligence , and Marketing . Muskan also has some experience in Product Development , Research and Development (R&D) , and Quality Assurance (QA) .

Q: What is Muskan's education?

Muskan holds a Master in Data Science from Internationale Hochschule and a Bachelor from ABESIT .

Q: What is the availability of Muskan?

Muskan is immediately available full-time for suitable projects.

Recommended expert

Berlin, Germany

Experience

Jul 2024 - Aug 2025

1 year 2 months

AI Engineer

Sagas IT Analytics

Built an AI Research Assistant with RAG, LangChain, LangGraph, and OpenAI LLMs integrated with vector search; cut research time by 30%.
Designed custom retrieval workflows with LlamaIndex, building a ReAct-style agent for dynamic chunking; improved query accuracy by 18%.
Researched and optimized embedding strategies, reducing retrieval cost/query by 15%.
Developed RAG evaluation frameworks using RAGAS and Langsmith with custom datasets; improved coverage by 40%.
Fine-tuned LLMs (LLaMA 2 on Vertex AI with custom inference containers, dynamic batching, and quantization); reduced inference latency by 25%.
Integrated AI agents in LangGraph with short-term & long-term memory (Mem0); increased task completion rate by 20%.
Created schema-aware synthetic data generators; fine-tuned downstream models achieving +12% F1 score.

Jan 2021 - Jan 2024

3 years 1 month

BI Engineer

Grandview Research

Developed ARIMA and multivariate regression models to forecast market CAGR, reducing prediction error by 15% over linear baselines.
Implemented customer segmentation via K-Means, increasing marketing effectiveness by +20%.
Automated Facebook ads with GPT-3, boosting engagement by +35%.
Implemented n8n automations, reducing errors/costs by 20% and boosting signups by 15%.
Engineered automated Python ETL pipelines, reducing data preprocessing time by 50% for AI model training.

Oct 2020 - Dec 2020

3 months

Intern: Data Analyst

Skillate

Collaborated with the ML team to curate high-quality 'Ground Truth' datasets for NLP models, performing rigorous data annotation and quality assurance to minimize noise in training corpora.
Delivered Dash/Plotly dashboards, improving decision speed by +30%.

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 Professional Services (3 years) and Information Technology (1.5 years).

Professional Services

Information Technology

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 Information Technology (4 years), Business Intelligence (3.5 years), Marketing (3 years), Product Development (1 year), and Research and Development (1 year).

Information Technology

Business Intelligence

Marketing

Product Development

Research and Development

Summary

AI Engineer and LLM Specialist focused on building production-grade Agentic Workflows and RAG Architectures.

Expert in orchestrating multi-agent systems (LangGraph), fine-tuning, and optimizing vector search strategies.

Skilled in quantization and multimodal deployment to deliver scalable, high-performance AI solutions.

Skills

Domain Worked On

Generative Ai
Llm Agents
Rag
System Design
Llm Fine Tuning (Lora/vertex Ai)
Etl Pipelines
Orchestration
Mlops
Ci/cd
Classical Machine Learning
Deep Learning

Technical

Python
Pytorch
Pandas
Numpy
Scikit-learn
Spacy
Langchain
Langgraph
Llamaindex
Rag
Fastapi
Etl
Airflow
N8n
Docker
Kubernetes
Terraform
Ci/cd
Azureml
Aws Sagemaker
Gcp Vertex Ai
Azure Data Lake
Postgresql
Chromadb

Project Management

Jira
Confluence
Notion
Figma
Github

Languages

English

Advanced

German

Elementary

Education

Apr 2023 - Apr 2025

Internationale Hochschule

M.Sc. in Data Science · Data Science · Berlin, Germany

Aug 2016 - Aug 2020

ABESIT

Bachelor of Technology · India

Profile

Created

October 2025

Last Update

December 2025

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Frequently asked questions

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

Where is Muskan based?

Muskan is based in Berlin, Germany.

What languages does Muskan speak?

Muskan speaks the following languages: English (Advanced), German (Elementary).

How many years of experience does Muskan have?

Muskan has at least 4 years of experience. During this time, Muskan has worked in at least 3 different roles and for 3 different companies. The average length of individual experience is 1 year and 5 months. Note that Muskan may not have shared all experience and actually has more experience.

What roles would Muskan be best suited for?

Based on recent experience, Muskan would be well-suited for roles such as: AI Engineer, BI Engineer, Intern: Data Analyst.

What is Muskan's latest experience?

Muskan's most recent position is AI Engineer at Sagas IT Analytics.

What companies has Muskan worked for in recent years?

In recent years, Muskan has worked for Sagas IT Analytics and Grandview Research.

Which industries is Muskan most experienced in?

Muskan is most experienced in industries like Professional Services and Information Technology (IT).

Which business areas is Muskan most experienced in?

Muskan is most experienced in business areas like Information Technology (IT), Business Intelligence, and Marketing. Muskan also has some experience in Product Development, Research and Development (R&D), and Quality Assurance (QA).

What is Muskan's education?

Muskan holds a Master in Data Science from Internationale Hochschule and a Bachelor from ABESIT.

What is the availability of Muskan?

Muskan is immediately available full-time for suitable projects.

What is the rate of Muskan?

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