Headline

Senior Generative AI & ML Engineer @ Quantiphi | SDE | Medical Devices/Diagnostics | Healthcare & Life Sciences

About

I am a Senior Machine Learning Engineer with nearly 5 years of experience across Generative AI, Machine Learning, Healthcare AI, Bioinformatics, and medical device software development. Currently, I work in the Healthcare and Life Sciences domain, building production-grade LLM and non-LLM systems, multi-agent AI workflows, biomedical AI pipelines, and scalable cloud-native ML solutions. My work involves designing reusable GenAI components, developing AI orchestration frameworks, optimizing ML pipelines, integrating RESTful APIs, and supporting reliable deployment through MLOps, testing, and performance benchmarking. My recent work includes building Generative AI systems for enterprise healthcare workflows, AI-assisted drug discovery pipelines involving analog generation, QSAR, ADME/toxicity profiling, and pathway analysis, as well as deep learning pipelines for genomic signal reconstruction. Before transitioning deeply into Generative AI, I worked on medical diagnostics and medical device software, where I built ML models for image detection and semantic segmentation, developed cross-platform Python applications, designed GUI tools, and contributed to biological data analysis workflows. This experience helped me build a strong foundation in regulated healthcare environments, diagnostic software, image processing, hardware-software integration, and practical AI deployment. With an academic foundation in Biotechnology and Bioinformatics, I bring a unique blend of life sciences domain knowledge and engineering expertise. I have worked across computational biology, medical diagnostics, drug discovery, image processing, and AI-driven healthcare applications. I am passionate about building practical AI systems that are scalable, reliable, and capable of solving meaningful real-world problems.

Location

Greater Bengaluru Area

AI stack

codex

gemini

langchain

langgraph

Google ADK

llama.cpp

Work experience

Senior Machine Learning Engineer at Quantiphi, Apr 2025 - Present · 1 yr 7 mos, Bengaluru, Senior Machine Learning Engineer focused on building production-grade Generative AI and ML systems for Healthcare and Life Sciences. I work on scalable LLM pipelines, multi-agent AI workflows, biomedical AI solutions, cloud-native deployments, and MLOps practices to deliver reliable, compliant, and high-impact AI products. I also mentor engineers and collaborate with product, QA, and cross-functional teams to translate complex AI concepts into deployable enterprise solutions.

Machine Learning Engineer at Quantiphi, Jan 2024 - May 2025 · 1 yr 5 mos, Bengaluru, Karnataka, India

Software Developer at Achira Labs Pvt. Ltd., Sep 2022 - Dec 2023 · 1 yr 4 mos, Bengaluru, Karnataka, India, In my role at Achira Labs, I've been at the forefront of technological innovation, specializing in Machine Learning (ML) and image processing to revolutionize diagnostic solutions. My primary focus has been on developing advanced ML models, particularly Neural Networks, to enhance image detection and semantic segmentation. This has significantly elevated the accuracy of image processing, laying the foundation for more precise diagnostic outcomes. Leveraging my expertise in Python and its libraries (OpenCV, Scikit-learn, Scikit-image, NumPy, Matplotlib, SciPy, Pandas), I've successfully engineered solutions for complex image processing algorithms. This has not only contributed to the optimization of various processes but also allowed for the seamless integration of technical components through both frontend and backend GUI design. Proficient in PyQt, Tkinter, and Pyside6, I've ensured that user interfaces are not just functional but also intuitive, enhancing the overall user experience. Achira Labs has provided an exciting platform to apply my skills to the realm of healthcare diagnostics. I've developed algorithms tailored for quantitative assays related to Blood tests, employing a data-driven approach to enhance precision and efficiency in medical diagnostics.

Software Engineer (Medical Devices) at SpOvum Technologies Private Limited, May 2022 - Aug 2022 · 4 mos, Bengaluru, Karnataka, India, I was involved in interfacing of hardware components corresponding to medical devices using MATLAB.

MATLAB Developer (Medical Devices) at SpOvum Technologies Private Limited, Mar 2022 - Apr 2022 · 2 mos, Bengaluru, Karnataka, India, MATLAB Developer

Bioinformatics - Intern at The Gene Box, Sep 2021 - Feb 2022 · 6 mos, Mumbai, Maharashtra, India

Board Member at LifeGenBio, Aug 2021 - Jul 2022 · 1 yr, Mumbai, Maharashtra, India

Chief Operating Officer at LifeGenBio, Aug 2020 - Jul 2021 · 1 yr, India

Education

Master of Technology - MTech, Biotechnology, Dr. D. Y. Patil Biotechnology and Bioinformatics Institute, Tathawade, Pune

Public links

github: https://github.com/tanay-kondapally