Priyanshu Kumar
@priyanshukumar5
Data Scientist specializing in LLM, RAG, and Agentic AI—building scalable enterprise ML systems.
IndiaWhat I'm looking for
I’m a Data Scientist with 6+ years of expertise in machine learning, artificial intelligence, NLP, and predictive analytics, focused on enterprise transformation through scalable end-to-end systems. At IBM India Software Labs, I spearhead LLM, RAG, and GenAI deployments that strengthen IBM’s AI Assistant ecosystem, including autonomous multi-step agent pipelines with minimal human oversight.
I lead rigorous experimentation cycles with model benchmarking, evaluation, and model governance practices that improve reliability and performance. I’ve delivered standout impact—cutting manual review effort by 70%+ with an AI video summarization pipeline, improving extraction accuracy with DocAI workflows, and increasing efficiency by 65% with computer-vision anomaly detection—while collaborating across engineering, product, and business teams to turn emerging ideas into production-ready solutions.
Experience
Work history, roles, and key accomplishments
Driving the design, refinement, and productionization of LLM-, RAG-, and GenAI-powered features that strengthen IBM’s AI Assistant ecosystem. Architecting autonomous multi-step agent pipelines and leading experimentation for model benchmarking, evaluation, and performance optimization.
Steered end-to-end engineering of AI/ML solutions by translating business scenarios into scalable machine learning architectures and production integrations. Coordinated client and Google product technical discovery, and strengthened robustness through model tuning, validation, and iterative refinement.
Enabled business performance improvement by transforming raw data into actionable insights supporting strategic and operational decisions. Worked with technical teams to embed ML-driven intelligence into business processes and streamlined analytics workflows by restructuring data pipelines.
Applied statistical and machine learning techniques to enhance model performance, including feature engineering, normalization, and data transformation. Conducted model assessments for accuracy and robustness across distributional shifts, and authored technical documentation and research notes.
Education
Degrees, certifications, and relevant coursework
Institute of Technical Education & Research (SOA University)
Bachelor of Technology
2019 -
B.Tech program at Institute of Technical Education & Research, SOA University, Bhubaneswar (started in 2019).
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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