Headline

Product Manager | Former AI/ML Engineer | Building Scalable AI Products | Product Strategy | 0→1 Builder

About

I enjoy building products from scratch, solving ambiguous problems, and turning ideas into features that users actually find valuable. I’m an Associate Product Manager with a background in data science and engineering, which helps me work closely with technical teams while keeping business and user impact at the center of decisions. My experience spans product discovery, experimentation, growth initiatives, and shipping products end-to-end. Currently at BossWorks, I work on building and scaling product features from defining MVPs and user journeys to running experiments and improving adoption metrics. A Few Things I’ve Worked On: • Led development of a new platform from early concept to launch by defining product strategy and roadmap • Improved engagement by 25% through product growth initiatives and cross-functional collaboration • Reduced customer acquisition cost by 60% by improving onboarding journeys • Increased DAU by 12% by leading a new feature from idea to release • Improved subscription conversion through experimentation and funnel improvements My Strengths Include: • Product strategy and structured problem solving • Working with engineering and data teams • Experimentation and data-driven decision making • Breaking complex problems into clear product requirements • Ownership mindset and execution focus Always happy to connect with product leaders, founders, and fellow PMs to exchange ideas and learn from different product journeys. Let’s connect!

Location

Bengaluru

AI stack

claude code

cursor

grok

hugging face

lovable

mcp

Work experience

Product Manager at Terrantic, Apr 2026 - Present · 8 mos, • Drive development of a financial accounting platform for the fresh-produce industry, transforming fragmented, Excel-heavy workflows into a centralized tool for managing revenue, costs, deductions, and supplier settlements with improved financial visibility and traceability. • Define end-to-end product requirements, business rules, and acceptance criteria for revenue allocation, configurable charges, financial calculations, and settlement reporting; partner with engineering through development and testing to support accurate and auditable financial records. • Designed product requirements for 5 AI-driven operational workflows across food processing, covering demand analysis, inventory assessment, lot-level production planning, scheduling, and production-line optimization to address fragmented data and manual planning. • Defined agent decision logic, input/output contracts, exception handling, and evaluation criteria to assess recommendation accuracy, prioritization, ranking quality, and reliability when operational data is incomplete.

Associate Product Manager - AI at BossWorks, Jan 2025 - Mar 2026 · 1 yr 3 mos, • Owned end-to-end product development of an AI-powered business launch platform, translating entrepreneur needs into product workflows spanning AI-generated business plans, financial planning, budgeting, and business execution. • Designed product workflows and wireframes using Generative AI tools (Claude/Figma AI) to improve developer handoff efficiency, reducing design iteration cycles by 30% • Drove product growth initiatives that improved platform engagement by 25% through marketplace and feature optimization • Owned experimentation roadmap including A/B testing and funnel optimization, improving subscription conversion by 6% • Led product development of a multilingual AI news summarization feature, increasing Daily Active Users by 12% • Translated business problems into clear PRDs, feature requirements, and prioritization frameworks for engineering teams

AI/ML Engineer at BossWorks, Feb 2024 - Dec 2024 · 11 mos, • Developed an in-app AI search engine to improve content discovery and user navigation across the platform • Built end-to-end pipelines for an AI news summarization feature, including web data ingestion, preprocessing, LLM summarization, and multilingual translation into 6 languages • Developed scalable data ingestion pipelines processing 500+ articles daily to enable automated content generation workflows • Developed an AI transcription pipeline on Google Cloud Platform (GCP) processing 100+ hours of course content with 85% transcription accuracy, enabling multilingual learning experiences across 6 languages • Worked on LLM application workflows including prompt design, evaluation, and optimization for production use cases

Data Scientist at Reliance Industries Limited, Jun 2023 - Aug 2023 · 3 mos, On-site, • Developed a sales forecasting model, enabling better demand planning and inventory decisions • Built automated data pipelines and dashboards reducing reporting turnaround time by 40% and improving decision-making speed • Analyzed large sales datasets using SQL and Excel to identify trends and support business strategy decisions • Optimized backend data systems using SQL and MS Access to improve reporting scalability and operational efficiency • Improved data reliability by cleaning, validating, and standardizing multiple data sources

ANN Developer at Utkarshini Edutech, Feb 2023 - Jun 2023 · 5 mos, Remote

Data Analyst at Accenture, Apr 2022 - Apr 2022 · 1 mo, Data Analytics Virtual Internship

Education

Master's degree, Data Science, Christ University, Bangalore

Bachelor's degree, Computer Science, Pt. SN SHUKLA University

Public links

namratas798.github.io: https://namratas798.github.io/NamrataSingh/