Oct 2024 – Sep 2025 · 11 mos · Bengaluru, Karnataka, India · On-site

• Search Relevance, Experience:
• ▪ Improved Query correction layer in search retrieval process by LLM model, Data from User reformulated queries, Normalization.
• ▪ Introduced search filters on the Browse page to narrow down users intent while browsing products.
• ▪ Implemented 2 different experiences on SRP- 3*3, 2*2 product cards as per query type (High consideration or Low consideration).
• ▪ Built search tools to be used by Ops team for quick fixes related to search relevance.

Apr 2022 – Oct 2024 · 2 yrs 6 mos · Bengaluru, Karnataka, India · On-site

• Search Relevance & Ranking:
• ▪Worked on building and scaling Search and Recommendations engine for 2M job seekers, 700k jobs, 60k+ daily searches on the foundit seeker platform
• ▪Improved CTR on SRP by 15% through initiatives like fine tuning search query algorithm on Elastic, revisiting the method of relevance matching score calculations.
• ▪Reduced Sparse results per Search by 10% by on zeroing on Null result search queries taking initiatives in Query expansion through synonyms (With the help of LLM), keyword spell check, auto suggestions.
• Search Recommendations:
• ▪Introduced ML based recommendations- Collaborative recommendation for job seekers to find relevant recommendations.
• ▪Introduced Jobs on WhatsApp – industry first feature leading to 15% ↑ in median application/ candidate
• B2B SaaS:
• Product Manager of Recruiter Outreach Service across Mail, SMS, Chat/WhatsApp channels for 18cr+ seekers
• ▪Scaled the Outreach service for more than 50k+ Recruiters; Optimised Response Rate > 20% across levers
• ▪Piloted industry 1st Response Levers like Mail Integration, AI content, F-Ups, Emp branding, Scheduling
• ▪Handled major integrations with getstream, nylas to develop In-platform chat, Official mail campaign features

May 2021 – Mar 2022 · 10 mos · Mumbai, Maharashtra, India · On-site

• ▪Built industry-first Interest based profile recommendations in Shaadi.com layered on top of typical attribute based recommendations'
• ▪Profile matches basis interest alignment penetration pegged at 32% of total matches

Apr 2020 – May 2020 · 1 mo · Bengaluru, Karnataka

• ▪Worked in 3M oral health care sector to determine the purchase behaviour of Aesthetic orthodontic brackets along with market evaluation and GTM strategy for adhesive pre-coated brackets.
• ▪Interviewed 50+ orthodontists, divisional Sales managers across India for thorough voice of customer analysis
• ▪Recommended 12 integrated strategies to increase penetration of 3M ceramic bracket by 7% in FY’21
• ▪Evaluated 3M Dental Connect B2B e-commerce portal, identified gaps & Suggested new features for better customer engagement and retention.
• ▪Additionally performed a Need-Gap analysis of Loyalty program of 3M oral care; suggested 4 dentist retention strategies
• ▪Proposed 10 strategies to increase engagement measuring SOV on social media & Competitor Analysis, 1 got implemented during the tenure of the internship itself

Jul 2019 – Mar 2021 · 1 yr 8 mos

• Product Management club of IIM Lucknow

May 2015 – Apr 2019 · 3 yrs 11 mos · Kolkata, West Bengal