Sravani Kaviti

Operations Associate

Dresden, Saxony, Germany3 yrs 9 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in machine learning and computer vision.
Developed LLM-powered applications and AI agents.
Experience in end-to-end ML system deployment.

Stackforce AI infers this person is a Machine Learning Engineer with expertise in SaaS and AI applications.

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Skills

Core Skills

Software Development Life Cycle (sdlc)Large Language Models (llm)Machine Learning

Other Skills

crew AiNatural Language Processing (NLP)Statistical Data AnalysisRandom ForestXGBoostGradient BoostingOracle SQLPL/SQLEmotion RecognitionTransformer ModelsSHAPTokenizationOutSystemsAgile Software DevelopmentNoSQL

About

Machine learning engineer who enjoys the full journey from raw data to deployed systems. Currently working at Fahrzeugsystemdaten GmbH while pursuing my Master's in Visual Computing at TU Dresden. My day-to-day sits at the intersection of computer vision, machine learning, and increasingly, large language models; figuring out how to make these systems actually useful in the real world. What gets me excited? The messy, practical side of ML. At Infineon, I went from cleaning 80K-row datasets and training XGBoost models to building LLM-powered applications and AI agents with CrewAI. That range, from classical ML to generative AI, is exactly where I want to be. My recent research work on tactile data augmentation was exciting: training diffusion models to generate synthetic touch sensor data, cutting manual data collection. There's something satisfying about teaching a model to imagine what touch should look like. Background in electronics engineering from India, now based in Dresden. I've shipped production ML systems, automated workflows that nobody wanted to do manually, and built end-to-end applications that people actually use. Always interested in conversations about computer vision, generative models, or making ML systems work outside the lab.

Experience

3 yrs 9 mos

Total Experience

1 yr 11 mos

Average Tenure

Current Experience

Fsd fahrzeugsystemdaten gmbh

Working Student - Automated Driving Evaluation

Jan 2026 – Present · 4 mos · Dresden

Infineon technologies

2 roles

Developer – Innovation Team

Promoted

Jan 2025 – Dec 2025 · 11 mos · Dresden, Saxony, Germany

Responsibilities:
● Integrated REST APIs during an internal hackathon to enable reliable backend–frontend communication.
● Designed and built an end-to-end Workshop Management App with moderator profiles, recommendations, email notifications, and analytics dashboards, increasing workshop participation.
● Built a scoring system in gaming application leveraging LLMs, implementing semantic search and answer-evaluation via an LLM API to score user responses for similarity.
● Enhanced an internal Sprint Management App by adding new features and improving performance.
● Developed an AI agent with CrewAI during an internal hackathon to answer production-related questions, reducing manual lookup time by 80%.
● Contributed to an AWS-based deployment automation application, helping to streamline and standardize deployment workflows.

Software Development Life Cycle (SDLC)crew Ai

Data Analyst

Jan 2024 – Dec 2024 · 11 mos · Dresden, Saxony, Germany

Responsibilities:
● Cleaned and integrated large datasets (80K+ entries) by consolidating heterogeneous data sources with custom transformation and validation logic.
● Trained and evaluated machine learning models (Random Forest, XGBoost, Gradient Boosting) to predict setup times from factors such as gas and energy usage, improving process efficiency by approximately 20%.

Machine LearningStatistical Data Analysis

Cognizant

2 roles

Programmer Analyst

Jul 2022 – Aug 2023 · 1 yr 1 mo

Responsibilities:
● Actively engaged in customising business requirements on UI using Oracle Forms.
● Engaged in the analysis, optimization, and testing of stored procedures to improve the efficiency of data retrieval and manipulation.
● Undertook the responsibility of analysing and documenting diverse conditions and complex finance calculations during the design phase of a website aimed at managing claim-related activities.
● Managed daily operations, including Ticket Triaging, data file analysis, and Census file generation, ensuring alignment with client specifications and effective issue resolution in Development and Production environments.
Tools: Oracle Forms Builder, Toad, Jenkins, Unix, Informatics B2B, ServiceNow, Microsoft SQL Server, Informatica Tools, Microsoft Office Tools, SVN, GitHub

Programmer Analyst Trainee

Aug 2021 – Jul 2022 · 11 mos

Responsibilities:
● Enhanced macro tool performance and security, and supported file system management in Unix.
● Managed applications that underwent CI/CD processes, leveraging DevOps tools such as Jenkins, Liquibase, and UrbanCode Deploy, ensuring streamlined code migration
Tools: Toad, Jenkins, Microsoft VBA, Liquibase, UrbanCode Deploy

Oracle SQLPL/SQL

Nphsat systems pvt ltd

Student Intern

Apr 2020 – May 2020 · 1 mo

Responsibilities:
● Conducted simulations and performance analyses of microstrip antennas for optimal efficiency and bandwidth.
● Enhanced CubeSat designs for resilience in extreme environmental conditions.
Tools: Autodesk fusion 360, HFSS software