BUILDING • TESTING • ITERATING --:--:-- IST

MANGAL SOREN

MBA (Business Economics) candidate with hands-on experience building, testing, and working on early-stage products across product, GTM, and operations.

TrackKaro
Jarvis SDR
UGhar
Kanjo
Creatorlytics
CreatiGen
01 / PRODUCTS & PROJECTS

BUILT & TESTED

TrackKaro AI — Full-Funnel Autonomous GTM Suite

Dual Engine: Jarvis Outbound AI SDR (Top-of-Funnel) + Pulse Speed-to-Lead (Inbound)

End-to-end autonomous revenue architecture eliminating lead decay and manual prospecting. Pairs Jarvis SDR (23 live buying signals, contact resolution, Reoon verification & personalized cold email copy at $0 token cost) with TrackKaro Pulse (< 15s Meta ad webhook-to-WhatsApp brochure delivery, Telegram audio alerts, and two-way CRM sync).

Jarvis AI SDR 23 Buying Signals Python & FastAPI n8n Automation WhatsApp API Telegram Bot

01. THE PROBLEM & THE FULL-FUNNEL GAP

Modern B2B revenue teams suffer from two massive bottlenecks: (1) Outbound tool fragmentation (Clay, Apollo, Instantly) racking up hundreds of dollars in monthly credit fees with generic spam; and (2) Inbound lead decay, where sales reps take hours to contact ad leads, forfeiting 78% of conversions. TrackKaro AI solves both via an integrated dual-engine pipeline.

02. DUAL-ENGINE ARCHITECTURE

  • Pillar 1 — Jarvis Outbound SDR: Discovers target accounts (OSM/Serper), inspects 23 deterministic tech signals, verifies deliverable mailboxes, generates bespoke 3-email sequences via Claude Code / Groq, and stages sends in an operator approval outbox.
  • Pillar 2 — TrackKaro Pulse Inbound: Ingests Meta/Google ad webhooks, sanitizes unformatted contact payloads in JavaScript, and delivers instant WhatsApp VIP brochures + Telegram 1-click dialer alerts to human reps in < 15s.

03. RELIABILITY, DELIVERABILITY & PRIVACY

  • Triple-layer email verification (Reoon/ZeroBounce) with an automatic 3% bounce kill-switch to safeguard domain reputation.
  • LockService concurrency & deduplication hashing in Google Apps Script preventing race conditions during burst traffic.
  • Air-gapped multi-workspace tenant isolation enabling separate client outreach pools without cross-talk.

04. CURRENT STATUS & LINKS

● Live & Operational: Inbound portal at trackkaroai.com, Outbound telemetry console at jarvis.trackkaroai.com, and public engine source on GitHub.

BUILT & TESTED ughar.in

UGhar — Hyperlocal Home Services

On-Demand Technician Dispatch • Jamshedpur

On-demand doorstep repair connecting households with technicians. Engineered 60s mobile booking, QR partner security, 4-digit OTP dispatch, and transparent ₹99 inspection pricing.

Next.js Supabase Firebase Auth ₹99 Model

01. PROBLEM & FIELD FINDINGS

Household repair in Tier-2/3 cities suffers from fragmented local technicians and hidden charges. Field research across Jamshedpur sectors (Sakchi, Bistupur, Sonari, Kadma) proved customer preference for a flat ₹99 doorstep inspection fee waived upon job execution.

02. USER FLOW

OTP Phone Auth → Service Selection (AC / Plumbing / Electrician) → 60s Checkout → 4-Digit OTP Technician Dispatch → Job Completion Sync.

03. QA & EDGE CASES TESTED

  • Boundary Validation: Handled negative & extreme inspection fees (e.g. ₹0 or > ₹50,000 limits).
  • OTP Expiry & Form Resubmission: Verified edge cases during network drops and unverified OTP resends.
  • UI & Mobile QA: Tested mobile booking responsiveness across 10+ viewport sizes.

04. CURRENT STATUS

● Platform Built & Full Flow Tested — Architecture fully operational; public marketing campaigns pending rollout.

Kanjo — Mood-Based Anime Discovery

Intent & Emotional Media Search

Discovery platform helping users find anime based on mood and emotional intent rather than rigid genres or ratings. Researched discovery habits and designed feeling-first navigation.

Product Research Intent UX Theme Mapping

01. THE INSIGHT

Traditional platforms index anime by rigid genres, forcing users to scroll 20+ minutes. Feeling-first discovery accelerates content selection and intent satisfaction.

02. USER FLOW

Mood Input (e.g. "Chill Evening", "High Energy", "Dark Thriller") → Structured Metadata Filter → Instant Recommendation Stream.

03. QA & EDGE CASES TESTED

  • Empty Query & Invalid Mood Inputs: Fallbacks designed to prevent blank state screens.
  • Mobile Touch Targets: Tested touch navigation on small mobile viewports for effortless scrolling.

04. CURRENT STATUS

● Live & Publicly Accessible at kanjo.co.in.

Creatorlytics — Creator Business CRM

Sponsorship & Deal Management

CRM tool helping independent creators track brand deals, sponsorship pipelines, and cash flow operations. Listed on Product Hunt and approved on SaaS Hub.

Product Hunt Listed FastAPI Supabase GA4

01. DISCOVERY & TRACTION

Solo creators managing 5+ brand deals lose track of follow-ups in email threads. Executed 60+ cold outreach campaigns; pivoted to Reddit community validation (300+ impressions & 15+ qualitative insights).

02. USER FLOW

Supabase Google Auth → Deal Pipeline Board → Revenue Analytics → Invoice Generator.

03. QA & EDGE CASES TESTED

  • OAuth Token Expiry & CORS Preflight: Fixed JWT token handling and Traefik proxy headers.
  • Currency Conversion & Input Nulls: Verified zero-value deal states and currency toggle edge cases.

04. CURRENT STATUS

● Live Beta & Product Hunt Listed at creatorlytics.cloud.

CreatiGenHQ — AI Video First Draft Engine

Creator Decision Co-Pilot

Decision co-pilot built to eliminate the blank timeline problem by proposing rough-cut timelines while keeping full creative control with the creator.

First Draft Engine Decision Co-Pilot PyTorch CPU

01. POSITIONING & VALIDATION

Creators don't have an editing capability problem — they have a starting decision problem. Shifted positioning narrative from "AI Generator" to "First Draft Engine".

02. USER FLOW

Media Upload → AI Rough-Cut Timeline Proposal → Fine-Tune Timeline → Render & Export.

03. QA & EDGE CASES TESTED

  • PyTorch Build Optimization: Optimized CPU wheel installations to save 3GB+ container disk space.
  • Large Media Upload Validation: Tested file size boundary limits and async processing timeouts.

04. CURRENT STATUS

● Live & Publicly Operating at creatigenhq.com.

PRODUCT METHODOLOGY

HOW I WORK

01

PROBLEM DISCOVERY

Identify pain points through field research, community discussions (Reddit/X), and user interviews.

02

RAPID PROTOTYPE

Build 0→1 MVP workflows using modern stacks (Next.js, FastAPI, Supabase, Firebase).

03

QA & EDGE CASE QA

Test input validations, boundary limits, auth token drops, and responsive viewports.

04

FIND FRICTION

Analyze drop-offs, user confusion points, and unhandled system exceptions.

05

ITERATE & SHIP

Refine UX, optimize cloud deployments, and deploy stable builds to production.

LIVE PRODUCT EXPERIENCES

INTERACTIVE CONSOLE

UGHAR LIVE DISPATCH 60s Technician Booking Flow
AC Repair & Checkup ₹99 Inspection Fee
Plumbing & Leakage ₹99 Inspection Fee
Electrical Fixes ₹149 Inspection Fee
RK

Rahul Kumar 4.9 ★ (140+ jobs)

OTP: 4829

Assigned Partner • Sakchi Sector • ETA 12 Mins

Doorstep Inspection: ₹99 (Waived upon repair)
PRODUCT CORE

HOW I ENSURE QUALITY

  • Frictionless User Journeys

    60s booking dispatches, zero-login intent search, and 1-tap CRM actions.

  • Edge Case Boundary Limits

    Strict input sanitization, negative fee rejection, and zero-value transaction caps.

  • Security & OTP Verification

    4-digit OTP dispatch sync, partner QR verification, and Firebase Auth sessions.

  • Mobile Touch Optimization

    Tested on 10+ mobile viewports with 48px+ touch targets for seamless UX.

02 / ROLES & EXECUTION

WORK EXPERIENCE

GTM Systems & AI Automation Architect

TrackKaro AI (trackkaroai.com • Jarvis SDR)
Jan 2026 – Present
  • Architected and deployed a full-funnel autonomous GTM engine combining outbound account prospecting with sub-15s inbound lead dispatch.
  • Built Jarvis SDR, an autonomous outbound agent that discovers accounts via Serper/OSM, evaluates 23 deterministic tech signals, verifies deliverable mailboxes via Reoon (<3% bounce rate), and generates personalized email sequences via headless Claude Code and Groq LLMs.
  • Deployed an inbound speed-to-lead pipeline on a self-hosted VPS (Coolify + n8n) routing Meta ad webhooks to instant interactive WhatsApp brochures, Telegram sound alerts with 1-click calls, and Google Sheets CRM sync in <15 seconds.
  • Engineered custom JavaScript nodes for payload normalization, duplicate hashing, and multi-workspace tenant isolation across diverse B2B client offers.

Product & Operations

UGhar (Hyperlocal Platform)
Jan 2026 – Present
  • Built and launched a hyperlocal home-services web platform connecting local households with technicians in Jamshedpur.
  • Tested key user flows including OTP login, service selection, booking checkout, form submission, and confirmation.
  • Identified and resolved UI glitches, form errors, broken links, and layout issues during product testing.
  • Worked with Firebase, Supabase, GitHub, and Coolify for authentication, backend services, and deployment.
  • Conducted local field research in Jamshedpur to understand service pricing and structure a flat ₹99 inspection model.

Product & Market Research

Kanjo (kanjo.co.in)
Sep 2026 – Present
  • Built and launched an anime discovery platform focused on helping users find anime based on mood and feelings.
  • Researched anime discovery habits and explored how mood-based discovery helps users find relevant shows faster.
  • Designed and tested mood-based discovery flows, content categorization, and user navigation.
  • Structured public anime data around different moods, themes, and viewing preferences.
  • Iterated on product experience based on user testing to make anime discovery simpler and engaging.

Finance Intern

Tata Steel Ltd
Jun 2024 – Jul 2024
  • Analyzed 5-year financial datasets using Pivot Tables & Trend Analysis.
  • Prepared weekly KPI dashboards for 1,000+ employees.
  • Standardized Excel reporting templates to slash reporting time.

Marketing Intern

Digital Remedy Techies
Sep 2022 – Nov 2022
  • Tracked campaign performance across Meta platforms using CTR, engagement, and lead metrics.
  • Analyzed campaign data and recommended optimizations (~25% engagement improvement).
  • Coordinated with content & design teams to ensure timely campaign execution.

Marketing Intern

Vooz Pvt Ltd
Jan 2020 – Feb 2022
  • Conducted competitor pricing analysis and consumer market research.
  • Built structured datasets to support positioning strategy.
  • Assisted in institutional outreach and product validation activities.
03 / LEADERSHIP & OUTREACH

LEADERSHIP & INITIATIVES

LEADERSHIP DBE, Univ of Delhi

Convenor — Roots: Social Service Club

Department of Business Economics, University of Delhi

  • Led 15-member team for CSR initiative planning & on-ground execution.
  • Coordinated with NGO partners and managed vendor communication.
  • Monitored budgets and ensured timely execution of events.
OUTREACH TEDx Event

Team Member — TEDxDBE

Outreach & Event Logistics

  • Managed speaker & sponsor outreach (100+ cold emails) and tracked response metrics.
  • Coordinated speaker scheduling and on-ground event logistics.
03 / QUANTITATIVE ANALYSIS

RESEARCH & STUDIES

Jan 2024 – Apr 2024

ESG Mutual Fund Performance

Research Analyst @ DBE, University of Delhi

Scraped & cleaned NAV data from NSE/AMFI using Python (Pandas). Applied Fama-French 3-Factor Model & Sharpe Ratio to evaluate volatility correlation.

2024

AI vs. Human Support Trust Gap

Customer Experience Study

Designed survey to evaluate trust levels in chatbots vs human agents. Used Mann-Whitney U & Chi-Square tests to identify friction points and propose hybrid models.

BIT Mesra

Workforce Sentiment Study

Capstone Project @ Concentrix BPO

Conducted surveys across 100+ employees to identify sentiment patterns and reduce workplace attrition.

TOOLKIT & COMPETENCIES

SKILLS

GTM & Product Execution Autonomous AI SDRs 23 Buying Signals Radar n8n Automation Webhooks & REST APIs WhatsApp & Telegram APIs Headless Claude Code & Groq FastAPI & Python Product Building User Flow QA Field Research Deliverability & Verification Cold Outreach & Copywriting Growth Experiments Firebase & Supabase GitHub & Coolify Advanced Excel SQL & Analytics
VERIFIED CREDENTIALS

CERTIFICATIONS

IBM Data Analytics Google Digital Marketing CFI Business Intelligence
ACADEMIC

FOUNDATION

2023 – Present

MBA (Business Economics)

Department of Business Economics, University of Delhi

Graduated Distinction (7.3 CGPA)

BBA (Bachelor of Business Administration)

Birla Institute of Technology, Mesra (BIT Mesra)

SCAN TO CONNECT ON MOBILE

MANGAL SOREN.

Scan with any phone camera to experience mobile app UI & instant contact sync.