Tanya Kumari
Senior Software Engineer
Hyderabad
Summary
Tanya is a results-driven professional with experience in GenAI development, project management, and cross-functional team leadership. She has implemented AI-powered chatbots using NLP techniques, enhancing real-time support and system efficiency. As a team mentor and acting release manager, Tanya has led end-to-end deployments, coordinated with stakeholders, and driven process improvements. She brings strong skills in strategic planning, people management, and technical execution, making her well-suited for Assistant Manager and AI leadership roles.
Overview
6
6
years of professional experience
17
17
years of post-secondary education
5
5
Certifications
2
2
Languages
Work History
GenAI Chatbot With Intelligent Document Processing
Bosch Global Software Technologies
Hyderabad
12.2024 - Current
- Built and deployed a Generative AI-powered chatbot for real-time query resolution, reducing manual query handling by 40% and improving average response time by 60%.
- Trained the chatbot on multiple domain-specific datasets, enhancing contextual understanding and increasing first-response accuracy to over 85%.
- Integrated advanced NLP techniques (e.g., named entity recognition, intent classification) to boost user engagement and reduce fallback rate by 30%.
- Automated ingestion of 500+ requirements weekly from IBM DOORS (Excel format) using Python, resulting in a 75% reduction in manual processing time.
- Extracted structured and unstructured data from over 1,000 PDF documents using customized parsing scripts, improving data availability for downstream tasks by 90%.
- Implemented a feedback loop on the chatbot UI, capturing over 200 user insights monthly to iteratively improve model performance and relevance.
Acting Release Manager & Team Mentor
Bosch Global Software Technologies
Hyderabad
02.2023 - Current
- Led end-to-end release management across multiple product lines, resolving critical tickets and integration issues to ensure smooth, timely deployments.
- Mentored developers and trained cross-functional teams, driving seamless project integration and onboarding efficiency.
- Acted as a bridge between development, QA, and product teams, ensuring clear communication and smooth handoffs.
- Coordinated with third-party vendors to resolve high-priority technical issues, reducing downtime and accelerating problem resolution.
- Recognized with a Spot Award for exceptional collaboration and driving impactful system and release improvements.
- Operated within JIRA, Agile, and SAFe frameworks to manage complex, multi-team deliverables.
- Served as a Reverse Mentor to a senior leader, guiding brand-building and social media strategy for organizational visibility.
- Led GPTW initiatives, contributing to an 81% employee satisfaction score by fostering a positive, inclusive work environment.
- Conceptualized and created the official tagline for Bosch Hyderabad, strengthening local branding and employee identity.
- Functioned as an Innovation Ambassador, organizing creative technical and non-technical events, resulting in a 20% increase in employee engagement and inter-team collaboration.
Senior Software Engineer
Bosch Global Software Technologies
Hyderabad
05.2022 - 08.2024
- Managed project timelines by collaborating with stakeholders and product teams, ensuring timely delivery of high-quality software aligned with business objectives.
- Developed and automated test scripts, increasing test coverage for complex features by 50%, reducing manual testing efforts and accelerating the software development lifecycle.
- Maintained and optimized CI/CD pipelines (e.g., Jenkins) for test automation and debugging, streamlining build, test, and deployment processes, resulting in faster release cycles and enhanced software quality.
- Collaborated with leadership to forecast budgets and resource allocations, ensuring effective project planning and delivery of key features.
- Defined testing requirements and scope for new feature releases with cross-functional teams, ensuring alignment with business goals and reducing production defects.
- Mentored junior engineers, conducting code reviews and fostering a culture of innovation, quality, and continuous improvement within the team.
- Led the identification and resolution of software and hardware issues, driving fast debugging processes and ensuring system stability.
- Ensured comprehensive documentation for software releases, improvements, and testing processes, facilitating knowledge sharing and ensuring best practices.
- Oversaw automation of black-box testing for embedded systems and automotive software, ensuring software met both functional and non-functional requirements.
Associate Software Engineer
Bosch Global Software Technologies
Bangalore
08.2019 - 04.2022
- Collaborated with senior engineers to deliver 10+ software components within project timelines, ensuring alignment with customer specifications and contributing to 3 major product release milestones.
- Authored and maintained technical documentation, including software architecture, design decisions, and test results, increasing internal team clarity and aiding cross-functional collaboration.
- Supported maintenance across 4+ automotive platforms, resolving 20+ bugs and issues per release cycle to ensure system stability and meet performance KPIs.
- Contributed to development and feature testing of key features, resulting in a 15% reduction in defect rates through rigorous debugging and test coverage.
- Actively participated in 20+ team code reviews, helping ensure adherence to coding standards and continuous improvement in code quality.
Education
Executive PGP - Data Science For Business Decision
IIM
Kozhikode 12.2023 - 09.2024
B.Tech -
CVR College of Engineering
Hyderabad 04.2015 - 04.2019
Intermediate -
Kendriya Vidyalaya Hakimpet
Hyderabad 04.2003 - 03.2015
Skills
GenAI & RAG
Accomplishments
BGSW FIT.Fest’25 Hackathon (Ongoing)-
- Selected among the top 10 teams out of 102+ in a company-wide GenAI-focused hackathon for innovative work on UniChunk, a Python-based solution to transform messy scanned documents into a retrieval-optimized knowledge base. Leading development of document parsing and intelligent chunking logic, improving downstream performance and accuracy in RAG systems by optimizing input for LLM pipelines. Focused on creating scalable preprocessing modules for unstructured documents, enabling faster retrieval and contextual integrity in question-answering applications.
Certification
Project Management Professional (PMP), In-Progress, 12/01/25
Timeline
GenAI Chatbot With Intelligent Document Processing
Bosch Global Software Technologies
12.2024 - Current
Executive PGP - Data Science For Business Decision
IIM
12.2023 - 09.2024
Acting Release Manager & Team Mentor
Bosch Global Software Technologies
02.2023 - Current
Senior Software Engineer
Bosch Global Software Technologies
05.2022 - 08.2024
Associate Software Engineer
Bosch Global Software Technologies
08.2019 - 04.2022
B.Tech -
CVR College of Engineering
04.2015 - 04.2019
Intermediate -
Kendriya Vidyalaya Hakimpet
04.2003 - 03.2015