AI Product Manager in India · Technical PM · Pune / Indore
Mokshada Joshi
AI Product Manager
Technical Project Manager
Business Analyst
AI Product Manager driving GenAI from concept to deployed products — with measurable business impact.
Saved ~6 hrs/booking on an AI travel platform · Reduced complaint misrouting 30%+ at a multinational bank · Governed 80+ projects at Persistent Systems · Building 3 GenAI products toward B2B launch
4+
Years experience
5+
AI/ML solutions delivered
80+
Projects governed
3
Products in productisation
01 · About
Building AI products that actually ship
Who I am
AI Product Manager and Technical PM with 4+ years delivering GenAI applications, enterprise SaaS, data dashboards, and IT infrastructure for global clients. I established Pollen.AI — Bee Logical's AI product division — and use ChatGPT, Claude, Gemini, and Perplexity daily to move work faster, not just talk about AI.
What I do
- Own full product lifecycle — discovery, PRD, Figma wireframes, backlog, sprint delivery, GTM
- Facilitate Scrum ceremonies: sprint planning, reviews, retrospectives, grooming, refinement
- Bridge stakeholders and engineering across 3–4 concurrent client projects simultaneously
- Drive AI integration — GenAI, NLP, LLMs, RPA — into real enterprise workflows
- Open to PM, Technical PM, BA roles across AI/IT, Healthcare, Fintech, GRC, Biotech, and Finance
Also exploring
- Research collaborations and doctoral opportunities at the intersection of AI, product systems, and human-computer interaction
Key outcomes
~6 hrs
saved per enterprise booking (IncBuddy AI)
18%
travel cost reduction via approval automation
30%+
complaint misrouting cut (NLP classifier, bank)
40%
less reporting effort across 80–105 projects
20%
manual effort reduced via GenAI in IBM PIM
02 · Skills & Tools
Full-stack PM toolkit
Product Management Core
Agile & Delivery Core
AI Tools · Used Daily
Prototyping & Design
AI / ML / GenAI
Data & Infrastructure
03 · Experience
Where I've delivered
Nov 2024 — Present
Bee Logical Software Solutions
Technical Project Manager · AI Products & Enterprise SaaS Delivery · Pune
Built AI product division from zero · Shipped 2 live SaaS products · 3 GenAI products in productisation · ~6 hrs/booking saved · ~18% cost reduction
- Established and led Pollen.AI — Bee Logical's AI product division — building Smart HR, Policy Bot, and Project Insight from zero; all three in active productisation phase targeting market launch.
- Managed 3–4 concurrent enterprise client projects; led end-to-end requirement gathering using Figma wireframes and Draw.io process flows to secure client approval before development.
- Authored and groomed 50+ user stories with acceptance criteria in Azure DevOps; facilitated sprint planning, reviews, retrospectives, backlog grooming and refinement for cross-functional teams (5–7 devs, design, QA).
- Led IncBuddy 'Nova': defined PRD, built Figma prototypes, and owned backlog for AI travel booking agent — saved ~6 hrs/booking and ~18% costs via policy/approval workflows and finance dashboards.
- Delivered Telosa: AI reputation management SaaS with NLP sentiment analysis and auto-response; managed backlog, coordinated UAT, and supported GTM prep.
- Used ChatGPT, Claude, Gemini, Perplexity, and Make (Integromat) daily for design ideation, impact analysis, and workflow automation prototyping.
Jul 2024 — Oct 2024
Persistent Systems Limited
Systems Engineer · Acting: Business Analyst & Product Manager — IBM MDM/PIM · Hinjewadi, Pune
20% manual effort reduction via GenAI integration · CXO dashboards deployed across 3 client teams · BRDs and full adoption documentation delivered
- Customised IBM PIM for multiple client portfolios; integrated GenAI models to automate data enrichment and approval workflows, reducing manual effort by 20%; transitioned to pursue AI product opportunity at Bee Logical.
- Built Power BI and GCP Vertex AI dashboards for CXO-level operational and security insights; authored BRDs, functional specs, and training documentation enabling adoption across 3 client teams.
Jul 2022 — Jun 2024
Persistent Systems Limited
Systems Engineer · Acting: Project Manager & Scrum Master — IT PMO · Hinjewadi, Pune
6 global projects delivered on time · 80–105 projects tracked in real time · 40% less reporting effort · 35% better delivery predictability
- Managed 6 concurrent global infrastructure and application projects (CISCO, NterOne vendors); ran sprint planning, reviews, retrospectives, and impact analysis — all delivered within scope, timeline, and budget.
- Built PM dashboards covering 80–105 projects for CXO leadership; automated data flows in Power BI and SQL, cutting reporting time by 40%.
- Led CISCO SDWAN deployment and HJ Data Centre revamp with near-zero downtime; improved delivery predictability by 35%.
Feb 2022 — Jun 2022
Persistent Systems Limited
Systems Engineer Intern · AI/ML Development & Project Coordination
30%+ complaint misrouting reduction · End-to-end ML pipeline shipped · 2 AI systems built and deployed
- Built AI ticket classification pipeline (BERT + SVM/KNN, Python, Flask, MySQL) for a multinational bank — reduced complaint misrouting by 30%+.
- Contributed to real-time object detection system (YOLO v3, OpenCV) for spatial positioning feedback.
04 · Projects
Products I've owned & shipped
Project 01
Pollen.AI
AI Product Division · HRTech · Compliance · PMO
Problem
No structured AI practice or products at Bee Logical — scattered automation attempts with no roadmap or ownership.
Solution
Established the AI division from zero. Built and validated 3 products: Smart HR (AI recruitment), Policy Bot (compliance automation), Project Insight (AI PM intelligence).
Impact
~30% effort reduction in PoC phase · 3 products entering productisation · B2B enterprise GTM in progress
Project 02
IncBuddy — Nova AI
AI SaaS · Travel Tech · Enterprise B2B
Problem
Enterprise employees spending 6+ hours per booking coordinating flights, hotels, visas across multiple platforms with no policy enforcement or cost visibility.
Solution
Defined PRD, built Figma prototypes, and owned the backlog for a conversational AI booking agent with policy/approval engine and real-time finance dashboard.
Impact
~6 hrs saved per booking · 18% cost reduction per trip · 3× faster approval cycles
Project 03
Telosa — AI Reputation SaaS
AI SaaS · Brand Management · NLP
Problem
Clients manually managing hundreds of customer reviews across platforms — slow, inconsistent, no brand tone control.
Solution
Managed full backlog for AI review platform with NLP sentiment analysis, automated response generation, and brand tone controls. Coordinated UAT and GTM prep.
Impact
Automated response at scale · Improved brand engagement scores · Shipped to enterprise clients
Project 04
CXO / PMO Dashboards & IT Infra
Data Analytics · IT PMO · Infrastructure · Enterprise
Problem
Leadership had no real-time visibility across 80–105 concurrent projects. Manual reporting took days. Ageing infra creating security and reliability risks.
Solution
Built automated CXO/PMO dashboards (Power BI, SQL). Coordinated 4 global CISCO infra projects — Security Posture, IT Infra Refresh, HJ DC Revamp, SDWAN deployment.
Impact
40% less reporting effort · 80–105 projects tracked in real time · Near-zero downtime on infra revamp
Project 05
AI Ticket Classifier
Applied ML · Banking / FinTech
Problem
Multinational bank manually triaging thousands of customer complaints daily — high misrouting rate, SLA breaches, and growing backlog.
Solution
Built end-to-end NLP pipeline: BERT Sequence Classifier + SVM + KNN, deployed via Flask REST API with MySQL logging and live monitoring dashboard.
Impact
30%+ reduction in misrouting · <1s classification per ticket · 10+ complaint categories automated
Project 06
MORS — Mini Object Relocator System
Computer Vision · AI/ML · RGPV University Research
Problem
No affordable assistive tool for real-time voice-guided object location for visually impaired users.
Solution
Built real-time object detection with YOLO v3 and R-CNN, paired with NLP-driven voice recognition and audio spatial feedback in Python.
Impact
Real-time detection with voice interface · University research project · Demonstrates applied AI depth
05 · Education & Certifications
Academic background
MBA — Analytics & Data Science
Manipal University Jaipur
Statistics & Data Science MicroMasters
Massachusetts Institute of Technology (MITx / edX)
B.E. — Computer Science & Engineering
RGPV University
ML Specialization + Tools for Data ScienceIBM 2025
Vertex AI Search & Text Prompt Engineering (L300/L200)GCP 2024
ML with Python: Linear Models to Deep LearningMITx 2023
Fundamentals of Statistics + ProbabilityMITx 2024
Generative AI for Project Managers + Scrum BasicsPMI 2024
Advanced RPA Professional V11.0AA 2020
Research MethodologyQMUL 2025
06 · Volunteer, Research & Achievements
Beyond the product work
Volunteer Teacher — eVidyaloka Oct 2021 – Present
Teaching Computer Science, AI/ML, Maths, Science, and English digitally to children in rural areas (Grades 5–8) studying in government schools — addressing India's shortage of 1.2 million teachers. Consistent 4-year commitment.
Field Research — Weather & Climate 6 months · NCSC 2015
Conducted field research around Ratlam-Jhabua, Madhya Pradesh — identifying optimal crop rotation strategies to maintain soil fertility, interviewing farmers and coordinating with the Agriculture Department. Presented at 23rd National Children's Science Congress.
National & State Chess Representation
Represented at 47th National Sports Meet Chess (KV Mumbai Region, 2016), 60th MP State Chess Girls' Tournament (2014), and Regional Chess events (2015–2016). Strategic thinking is core to how I approach product problems.
3rd Place — MP State Karate Championship
Individual Kumite, U-18 Girls (2014). Recognised by South Asian, Asian, and World Karate-Do Federations. Holds Junior Orange Belt and Senior Yellow Belt — discipline that directly translates to how I work under pressure.
1st Place — D.I.S.R.U.P.T. 2019 (CIED)
Won first position in D.I.S.R.U.P.T. competition. Also attended Entrepreneurship Awareness Camp sponsored by DST, Government of India (2019) — early foundation of my product and startup thinking.
Early Tech & Security Engagement
Attended seminars on IT Security & Ethical Hacking (Appin Technology Lab, Indore) and Machine Learning (SQUAD Info. Tech.) during undergraduate studies — signals an early, self-directed interest in technical depth.
07 · Contact
Let's build something that ships
I'm actively looking for AI Product Manager, Technical Project Manager, and Senior BA roles — at companies where AI is being built into real products, not just talked about. Open across AI/IT, Healthcare, Fintech, GRC, Biotech, and Finance.
If you're hiring someone who can take a product from whiteboard to production — write the PRD, run the sprints, own the backlog, and ship — let's talk.