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AI x Fintech| Product-Driven Mindset |
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AI x Fintech| Product-Driven Mindset |

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VIKAS9793/README.md

Vikas Sahani

Senior Relationship Manager @ Aditya Birla Capital · Targeting APM roles in AI Products & Developer Tooling

4.5 years in regulated banking (ICICI, IndusInd, HDFC, Aditya Birla Capital) building trust with HNI clients and managing ₹100Cr+ AUM. Parallel track: shipping open-source AI products with real distribution.

Portfolio LinkedIn Email


Projects

VS Code Installs npm Website

530+ downloads in week 1 · VS Code Marketplace · npm · Antigravity IDE Skills

AI coding assistants generate Android code from stale training data — wrong APIs, deprecated patterns, Play Store rejections. AndroJack intercepts that generation loop and forces live documentation queries before output, then validates every code block against 22 rules before returning it to the developer.

  • 22 MCP tools covering Navigation 3, Material 3 Expressive, API 36, KMP, XR, Wear OS, on-device AI
  • Level 3 loop-back validation: doc-fetch gate → generation → 22-rule validator → PASS/WARN/FAIL
  • Compatible with Claude Desktop, Cursor, Windsurf, Kiro, Antigravity IDE
  • 6 rapid updates shipped within 48 hours of launch

npx androjack-mcp install · TypeScript · Node.js · MCP Protocol


Dharitri (Active Development)

Offline-first agricultural AI assistant for rural Indian farmers on 2–3GB RAM Android devices. No connectivity required at inference time.

  • On-device Gemma 4 inference via LiteRT-LM (not cloud-dependent)
  • Three-tier AI routing: on-device → edge → cloud fallback based on connectivity state
  • Cloudflare Worker proxy for mandi price data, resolving api.data.gov.in GitHub Actions IP blocks
  • Android 15 16KB page-size native crash mitigation
  • AI4Bharat Indic-Swipe-v2 ONNX keyboard integration for regional language input

Kotlin · Jetpack Compose · LiteRT-LM · Gemma 4 · Cloudflare Workers


Offline crop disease advisory targeting 150M+ Indian farmers on 2GB RAM devices.

  • 4-bit quantized Gemma-3n E2B, compressed FAISS index, SQLite knowledge base
  • 100% offline RAG, multilingual voice TTS, no internet required
  • Sub-200MB footprint

Python · Gemma · LangChain · FAISS


Multi-agent technical interview platform built on Google ADK + A2A-ADK Bridge.

  • 6 specialist sub-agents with adaptive questioning and live code analysis
  • Cloud Run deployment with session persistence

Google ADK · Gemini 2.5 · FastAPI · Cloud Run


Product Titans — National PM Challenge · Runner-up

Pitch Video

Designed a concept for a Hyper-Personalized Learning & Skill Development platform powered by agentic AI — India-first, outcome-based. Full product roadmap using JTBD analysis, user segmentation, and RICE prioritisation, presented to industry evaluators. Hosted on Unstop, organised by Book My Mentor.


Credentials

Issuer Date
NISM V-A (Mutual Fund Distributor) SEBI / NISM Regulatory
IRDAI Composite IRDAI Regulatory
Certificate of Excellence — Runner-up, Product Titans Unstop / Book My Mentor Jan 2026 · Certificate
5-Day AI Agents Intensive Kaggle / Google Dec 2025 · Verify
IBM AI Product Manager (7 courses) IBM / Coursera Oct 2025 · Verify
Generative AI Leader (5 courses) Google Cloud / Coursera Dec 2025 · Verify

Stack

Python · FastAPI · Google ADK · Gemini · LiteRT-LM · Kotlin · Jetpack Compose · TypeScript · Node.js · MCP Protocol · Docker · GCP · Cloudflare Workers


Mumbai, India · Open to relocation · Global remote

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  1. ai-interviewer-google-adk ai-interviewer-google-adk Public

    AI Technical Interviewer with Google ADK, Gemini and A2UI. Multi-agent system for adaptive interviews, guided learning, and code analysis with beautiful web UI.

    Python 8 1

  2. AndroJack-mcp AndroJack-mcp Public

    AndroJack: AI that actually knows Android. Real-time dependency tracking, modern architectures, and zero hallucinations.

    TypeScript 21 2

  3. context-fabric context-fabric Public

    Context Fabric is an MCP server that automatically captures project state on every git commit, detects when stored context has drifted from codebase reality, and delivers structured, token-budgeted…

    TypeScript 2

  4. dharitri-agri-ai dharitri-agri-ai Public

    Empowering the backbone of India with Edge AI. Dharitri is an offline-first, vernacular agronomy assistant for Indian farmers, powered natively on-device by Gemma 4.

    Kotlin

  5. FinTech-Hub FinTech-Hub Public

    Real-world FinTech system architectures decoded. Explore high-pressure edge cases, sub-ledger recovery, and compliant fund movement solutions.

    HTML

  6. Fintech-Onboarding-Clarity Fintech-Onboarding-Clarity Public

    Fintech Onboarding Clarity (Exploratory PM Case Study)