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Product Analyst @ Microsoft • Bing Sports & Copilot

Hi, I'm Rahul Kashyap

I architect

Product Analyst at Microsoft optimizing AI search telemetry and Copilot prompt intelligence for Bing Sports. Creator of SeedhaStock (Deployed on Azure: Multi-Agent OSINT Trading Detective) and Founder of SpaceTalk (Rust SaaS).

Inspect SeedhaStock (Azure) Explore All Builds
Azure App Service: LIVE
Microsoft Copilot Search Telemetry
Deployed on Azure Yesterday
SeedhaStock

Multi-Agent OSINT Trading Detective & Forensic Audio Engine for NSE/BSE & US Equities.

Founder Project
SpaceTalk

Multi-tenant contact center intelligence SaaS in Rust/Axum + React.

Claude Impact Lab 2026
Khoya-Paya Agent

Kumbh Mela 2027: AI-powered missing persons registry with offline PWA & PA broadcasts.

DEPLOYED ON AZURE APP SERVICE

Spotlight: SeedhaStock

Autonomous AI Trading & OSINT Detective Platform with Forensic Audio Deception Detection, Multi-Agent FinBERT NLP, and NSE/BSE/US Universal Resolution.

Launch Live App
Subsystem Architecture

Institutional-Grade Equity & OSINT Detective

Engineered and deployed an end-to-end multi-agent trading intelligence suite on Azure. SeedhaStock ingests real-time financial market data, parses executive digital footprints, executes vector backtests, and conducts forensic earnings call deception checks for global and Indian stocks.

Audio Deception Engine

Acoustic & vocal stress analysis on quarterly earnings calls to detect executive evasion and deception signals.

Universal Ticker Resolver

Fuzzy alias resolution: maps typos, company names ("Tata Motors", "Google"), and suffixes (.NS, .BO) to canonical symbols.

OSINT Detective & Rumor Radar

Footprint tracker for executive travel, hiring velocity, SEC EDGAR filings, and grounded rumor corroboration scores.

Quantitative Backtesting

Vectorized momentum replay computing Sharpe ratios, maximum drawdowns, win-rates, and multi-factor risk vetoes.

Microsoft Azure Azure Cosmos DB FastAPI & Python 3.12 FinBERT Multi-Agent NLP Docker Container NSE/BSE API
azure-appservice::seedhastock
200 OK
> python -m app.services.ingestion --symbol TATAMOTORS.NS
[RESOLVER] Canonical match: "Tata Motors Ltd" (NSE: TATAMOTORS.NS)
[MARKET] 60-Day OHLCV fetched | Volatility: 1.84%
[SENTIMENT] FinBERT polarity: +0.78 (Bullish)
[DECEPTION] Audio call stream parsed | Stress flag: 0.12 (Normal)
[RISK OFFICER] Position size cleared: 150 units | Stop-Loss: 2.1%
VERDICT: HIGH CONVICTION BUY (Score: 88/100)
Alpha: +4.2% | Max Drawdown: -3.8%
Azure App Service: Live Deployed Yesterday
About Me

Product Intelligence, Search Telemetry & AI Automations

I am a Product Analyst at Microsoft with a background spanning product analytics, artificial intelligence system design, and full-stack software development. In my role at Microsoft, I work across search technology and Copilot infrastructure to enhance the Bing Sports user experience—evaluating result accuracy, optimizing complex queries, and collaborating cross-functionally with PMs, Data Engineers, and AI/ML scientists.

As a builder and founder, I launched SpaceTalk, an enterprise conversation intelligence platform architected in Rust, Axum, PostgreSQL, and React. I also engineered SeedhaStock, deployed yesterday on Azure with Cosmos DB and multi-agent FinBERT, and AutoApply Pro, a Chrome extension helping job seekers automate applications.

My foundation is anchored by an Integrated Master of Computer Applications (IMCA) from L.J. Institute and an Advanced Certificate in Cyber Security from IIIT Bangalore.

Search & Copilot

Bing Sports relevance, query intent mapping, and KQL telemetry analysis.

AI Systems & Agents

Multi-tenant AI SaaS (SpaceTalk), memory vaults (MemBridge), and Azure models.

Full-Stack & Rust

High-concurrency backends (Rust/Axum, Node.js) and modern React/TypeScript UIs.

Profile Summary

Career Pathway

Work Experience

Key roles across Big Tech, B2B SaaS startup leadership, advertising analytics, and full-stack software development.

Active Big Tech Role

Product Analyst

Microsoft • Hyderabad / Remote
March 2026 – Present

Working across search technology and Copilot infrastructure to enhance the Bing Sports user experience. Analyzing search queries, evaluating result accuracy across diverse query patterns, and ensuring that sports-related prompts surface precise, real-time insights.

  • Search Query Optimization: Conduct in-depth analysis and optimization of sports queries to improve intent classification and relevance for millions of users.
  • Copilot AI Integration: Advance AI-driven sports content discovery by integrating and fine-tuning Copilot prompt surfacing capabilities.
  • Big Data & KQL Analytics: Leverage Kusto Query Language (KQL), Excel, and Microsoft 365 analytics platforms to evaluate result accuracy and debug telemetry anomalies.
  • Cross-Functional Collaboration: Partner closely with Product Managers, Data Engineers, UX designers, AI/ML research teams, and SDEs to ship continuous product refinements.
Microsoft Copilot KQL (Kusto Query Language) Bing Search Tech Search Relevance Prompt Evaluation

Founder

SpaceTalk • Conversation Intelligence Platform spacetalk.in
February 2026 – Present

Founded and engineered SpaceTalk, a multi-tenant B2B SaaS conversation intelligence platform for contact centers that automates speech-to-text, call summarization, and agent QA scoring.

  • High-Performance Rust Backend: Architected backend using Rust and Axum framework with PostgreSQL and Redis caching for ultra-low latency.
  • Enterprise RBAC & Multi-Tenancy: Built organization-level tenant isolation, rate limiting, and 4-tier Role-Based Access Control (Agent, QA, Manager, Admin).
Rust / Axum React PostgreSQL Redis

Advertising Data Analyst

Global eBrand India
Nov 2023 – Feb 2025

Managed digital ad spend optimization, conversion analytics, and interactive BI reporting for global brand catalogs.

  • Ad Performance & ROI: Analyzed advertising data from Google Ads and Bing Ads to optimize budget allocation, reduce CPA, and boost conversion rates.
  • Interactive Dashboards: Built automated Power BI & Tableau dashboards tracking vital marketing KPIs, ROAS, and conversion funnels.
Google Ads Bing Ads SQL & Python Power BI & Tableau

Frontend Developer

PALM INDIA
Mar 2021 – Feb 2022
  • Spearheaded UI/UX redesign that increased overall user engagement by 25%.
  • Reduced engineering cycle time by 30% via shared React component library.
  • Implemented Test-Driven Development (TDD) decreasing production defects by 40%.
React JavaScript ES6+ Jest & Cypress
Engineered Systems

Codebase & Production Builds

Real applications, AI memory vaults, SaaS platforms, and automation engines.

Azure Deployed Live

SeedhaStock: AI Trading Detective

Multi-agent OSINT trading intelligence system deployed on Azure. Features earnings call acoustic deception checks, universal ticker resolution, and automated vectorized backtesting.

  • Deployed on Azure App Service & Cosmos DB
  • Forensic voice deception engine for earnings calls
  • NSE/BSE & US equities universal resolver
Azure Python 3.12 FastAPI FinBERT
Live on Azure
B2B SaaS • Rust & React Founder

SpaceTalk: Conversation Intelligence

Multi-tenant contact-center AI platform providing real-time speech-to-text, call summarization, automated agent QA scoring, and customizable compliance tracking.

  • Rust & Axum high-throughput backend architecture
  • Multi-tenant data isolation & 4-tier RBAC
Rust Axum React PostgreSQL
spacetalk.in
Full-Stack & Extension

AutoApply Pro: Automated Job Applications

Full-stack job application suite featuring a Chrome extension for one-click form filling, AI-powered custom cover letter generation, and JD resume analyzer.

  • One-click Chrome extension for web application forms
  • AI cover letter generation matching job requirements
React Chrome Ext Node/Express
Universal AI Memory Vector Vault

MemBridge: Your AI Brain Everywhere

Universal AI Memory Platform allowing users to carry conversation context, behavioral traits, and preferences across ChatGPT, Claude, and Gemini seamlessly.

  • Postgres + Vector DB (Pinecone/Weaviate) memory store
  • Cross-platform sync SDKs for major AI assistants
Vector DB PostgreSQL Node.js
Claude Impact Lab 2026 Kumbh Mela 2027

Khoya-Paya Agent

Claude-powered unified registry auto-matching missing and found persons across tents at massive pilgrim gatherings. Works phoneless for elderly pilgrims via loudspeaker PA and SMS.

  • Automated missing ↔ found resolution using Claude AI
  • Rust API + Offline PWA for zero-connectivity environments
Claude AI Rust API Offline PWA
High-Throughput Scraping

Automated Lead Generation Engine

Automated data mining pipeline that extracts, verifies, and scores high-intent B2B prospect data across enterprise directories with proxy rotation and anti-bot handling.

  • Selenium & BeautifulSoup resilient web scraping
  • Multi-proxy pool rotation with randomized delays
Python Selenium BeautifulSoup
Shopify Integration

IndiaMART Importer for Shopify

Full-stack application that enables Shopify merchants to automate the extraction and sync of product listings, pricing, and variants from IndiaMART directly into their store catalog.

  • Direct Shopify Admin REST & GraphQL API synchronization
  • Prisma ORM database schema managing import feeds
TypeScript Next.js Prisma
GitHub
Capabilities

Technical Skill Matrix

Core technologies, Big Tech analytics tools, cloud platforms, and engineering languages.

Product & Search Analytics

Microsoft & Copilot
Microsoft Copilot KQL (Kusto Query Language) Search Query Relevance Result Accuracy Evaluation Telemetry & Funnel Analysis Microsoft 365 Analytics

AI Systems & Agents

LLMs & Architectures
FinBERT Sentiment Analysis Audio Deception Detection Vector Databases (Pinecone/Weaviate) Context Memory Vaults ASR & Speech Intelligence Scikit-Learn & Random Forest

Programming & Systems

Backend & Frontend
Rust (Axum) Python 3.12 (Pandas, NumPy) SQL & PostgreSQL TypeScript & Node.js React.js & Next.js Flutter & Dart

Data Analytics & BI

Visualization & Testing
Power BI Dashboards Tableau Reporting Statistical A/B Testing Google Ads & Bing Ads Google Analytics (GA4)

Automation & Mining

Web Scraping & APIs
Selenium WebDriver BeautifulSoup4 REST & GraphQL APIs Proxy Rotation Chrome Extension Dev

Cloud & Cybersecurity

Azure & Zero Trust
Microsoft Azure (App Service) Azure Cosmos DB Identity & Access (IAM) Zero Trust Architecture Docker & Docker Compose
Credentials

Education & Certifications

Postgraduate Certificate (July 2022 – March 2023)

Advanced Certificate Programme in Cyber Security

International Institute of Information Technology Bangalore (IIITB)

Master's & Bachelor's Degree

Integrated Master of Computer Applications (IMCA)

L.J. Institute of Engineering & Technology (LJIET)

Verified Certification

BCG - Data Science Job Simulation

Predictive customer churn modeling with 85% accuracy using Random Forest.

Verified Certification

Tata Group - Cybersecurity Analyst Job Simulation

Identity & Access Management (IAM) framework design & risk assessments.

Get In Touch

Let's Build Something Extraordinary

Interested in discussing Product Analytics, AI Agent architectures, conversation intelligence, or technical collaborations? Feel free to reach out directly.

Mobile +91 7016792897
Location Ahmedabad, Gujarat, India

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