Dipankar Mandal
Product Analyst / Associate Product Manager
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About
Product Analyst / Associate Product Manager with hands-on 0-to-1 product management experience — requirements gathering, user research, roadmap prioritisation, A/B testing, and translating customer insight into shipped features.
Founding
Member of a HealthTech venture built alongside an MSc in Financial Engineering, pairing product execution with data-driven decision-making (SARIMAX, Random Forest) for sharper prioritisation and KPI design. Structured problem-solver (MECE, MoSCoW, root-cause decomposition) who thrives on cross-functional stakeholder alignment and turning ambiguous problems into clear, evidence-led product roadmaps.
Experience
Co-Founder & Product Lead - Medaiq Integrated Healthcare Private Limited
(2026-04)
Founding Member building a family healthcare product from 0 to 1. Live: med-safe.live. Instagram: @medsafe.bio. Patients routinely arrived at consultations without organized medical history, and families living apart from elderly parents had no way to track health remotely.
- Led stakeholder discovery across patients, doctors, and diagnostic labs; built and shipped the product end-to-end on Supabase/PostgreSQL with row-level security, architected for DPDP Act data-residency compliance; authored the B2B2C/D2C goto-market strategy and drove organic growth through Instagram content across three product pillars (MedSafeKids, MedSafeParents, MedSafeMe).
- Result: 100+ users actively validating the core loop; 6 doctors and 2–3 diagnostic centres in active partnership discussions; shipped Ask MedSafe, a grounded assistant answering exclusively from a family's own records, directly addressing the trust deficit surfaced during discovery.
Management Trainee & Analyst - Xtep India - Bengaluru
(2025-11 - 2026-03)
Markdown and promotional decisions were being made without clear visibility into demand trends, discount effectiveness, or customer sentiment across SKUs.
- Analysed forward sales data to map pricing, discount depth, and seasonality, and segmented high-value customers for targeted promotions; owned KPI tracking and reporting (CAC, order-to-return ratio, discount effectiveness) via Excel/Power BI dashboards; ran A/B test frameworks and Python-based sentiment analysis on customer reviews, using a MECE framework to prioritise features across Sales, Marketing, and QA; managed end-to-end D2C order fulfilment on Shopify, coordinating with courier aggregat
- Result: Drove 10% sales growth within one month and identified high-value customer segments for targeted promotions; projected to reduce CAC by ~15%, lift seasonal-sale customer retention by 11%, and cut the order-to-return ratio by 25% within 6 months.
Junior Civil Engineer - Rainbow Infrastructure Pvt. Ltd. - Kolkata
(2021-12 - 2023-04)
Site execution and project coordination on the Serampore Solar Project. 1 yr 4 mos
- Owned day-to-day site supervision — verified execution quality on foundations and structural elements, flagging deviations before costly rework.
- Prepared and tracked Bills of Quantities (BOQ), reconciling on-site consumption against procurement to keep cost control accurate in real time.
- Coordinated directly with contractors and vendors to sequence work and resolve blockers — the same muscle now used to unblock partnerships at MedSafe.
Education
MSc - Financial Engineering - WorldQuant University (2025-04 - 2027-07)
MSc - Engineering Management - University of York (2023-09 - 2025-01)
B.Tech - Civil Engineering - Meghnad Saha Institute of Technology, Kolkata (MAKAUT) (2016-00 - 2020-00)

