Shivam Kumar

Software Engineer

Yogleads•  June 2023 - Present•  Noida, India

• Developed a Graph-RAG application using Neo4j to manage and query custom organizational data efficiently. • Utilized Named Entity Recognition (NER) to detect the type of nodes formed in the Neo4j graph. • Created a RAG application using Llama Index and Qdrant DB to enhance document retrieval and generation. • Developed Automatic Speech Recognition using Whisper and Nemo and further fine-tuned the model. • Engineered Yogleads backend, developed 100+ RESTful APIs for web dashboard and mobile app. • Developed WhatsApp automation with Selenium, hosted on EC2; implemented queue-based, distributed architecture. • Guided and assisted the team, providing code reviews and technical support. • Technology Used: Python, Javascript, MySQL, Redis, Neo4J, AWS, Nginx, Flask, FAST, Git & Git-Hub, Linux OS.

Data Scientist Associate

Blackcoffer•  April 2022 - June 2022•  Remote

• At BlackCoffer, I interacted directly with foreign clients to solve pain points and conduct review meetings. • Conducted wine sales analysis and deployed a recommendation system to predict popular wines throughout the year. • Created a Slack chatbot, integrated it with Telegram's father bot, and programmed its functionalities. • Technology Used: Python, Machine Learning, Jupyter Notebook, Tableau, GCP.

Data Annotator

Strata Unison•  September 2021 - February 2022•  Remote

• Achieved high accuracy and precision in annotating 5000+ images, ensuring reliable data for analysis. • Utilized Supervisely for image annotation, enhancing project efficiency and data reliability. • Strata simplifies transportation planning and infrastructure management, enhancing efficient decision-making. • Technology Used: Supervisely, Python.

App Developer Intern

Ananta Resource Management•  May 2021 - August 2021•  Remote

• Developed Naukri portal and Yatri Bhavan apps using Microsoft's PowerApps for seamless functionality • Created visually appealing UI designs for apps using Figma, ensuring user-friendly interfaces. • Enhanced knowledge and presentation skills through delivering technical and non-technical presentations at ARM. • Technology Used: Microsoft’s PowerApps, Android Studio, Flutter, Figma, Power BI.