Sarita Singh

Software Engineer

Hamirpur, India2 yrs 11 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Developed advanced AI tools for automated debugging.
Achieved high accuracy in deep learning applications.
Contributed to significant open-source projects.

Stackforce AI infers this person is a Backend-focused Software Developer with expertise in Machine Learning and Open Source contributions.

Contact

saritasingh.0425@gmail.com LinkedIn

Skills

Core Skills

Software DevelopmentMachine Learning & AiOpen Source

Other Skills

PythonAutoGenOpenAI APIMySQLREST APIRAGJIRA/HSDEJenkinsTensorFlowKerasFlaskMongoDBDockerO-RANDPDK

About

🚀 Software Developer | Machine Learning Engineer | Backend Developer Passionate about building robust and scalable software solutions, I specialize in backend development, system debugging, and AI/ML-powered automation. Currently working at Intel Corporation, I have experience in C++, Python, API development, cloud technologies, and system-level debugging. 💡 My expertise includes: ✅ Software Development – Backend API design, cloud-based architectures, and scalable applications ✅ Machine Learning & AI – Implementing ML models for automation, anomaly detection, and performance optimization ✅ System Debugging – Kernel crash analysis, OS-level debugging, and performance tuning ✅ Open Source – Google Summer of Code (GSoC) contributor I enjoy solving complex challenges, whether it’s debugging low-level system issues, designing efficient APIs, or training deep learning models for automation. 🔍 I’m always open to discussing new opportunities, innovative projects, and collaborations. Let’s connect!

Experience

2 yrs 11 mos

Total Experience

1 yr 5 mos

Average Tenure

2 yrs 8 mos

Current Experience

Intel corporation

2 roles

Software Developer

Oct 2023 – Present · 2 yrs 7 mos · Bengaluru, Karnataka, India · Hybrid

Built a GenAI agentic tool (Python, AutoGen, OpenAI API, MySQL, REST API, RAG, JIRA/HSDE, Jenkins) for automated debugging and log analysis, featuring collaborative agents, modular architecture, and multithreading for scalable ticket resolution. Achieved 80%+ confidence in component identification and documented workflows with Mermaid diagrams.
Also developed a deep learning log analysis tool (Python, TensorFlow, Keras, Flask, MongoDB, Docker) with a CNN-LSTM model (99.19% accuracy), data augmentation, and a Flask web app for auto-triage and user management.

PythonAutoGenOpenAI APIMySQLREST APIRAG+9

Software Developer Intern

Jul 2022 – Jun 2023 · 11 mos · Remote

Worked on FlexRAN fronthaul library (O-RAN 7.2x split). Contributed to two releases of the software.
Worked on the consumers facing bugs related to DPDK memory and several sample-app related issues like,
supporting bbupool + multi numerology, adding dual socket configurationsetc.
Added PM counter check for PRACH packets when they had missed a timing window.
Added support for virtual Numerology= 4.

O-RANDPDKCommunicationSoftware Development

Google summer of code

Student Developer

May 2021 – Aug 2021 · 3 mos · Remote

Contributed and worked on the FOSSology project. The task was to integrate a ScanCode Toolkit(another
open-source project) License and Copyright scanner into the FOSSology Project.
The project included writing a C++ wrapper around ScanCode Python scripts and integrating it in the
FOSSology PostgreSQL database and UI written in PHP and Twig.
The integration can scan for licenses, copyright and store the results in the FOSSology database.

C++PHPPostgreSQLScanCode ToolkitOpen Source