I build enterprise AI products 0→1 — reimagining how companies hire, assess & learn. Creator of TechScore & TalentAI.
About
About Ambar Jain
I'm an AI product leader building the intelligence layer for recruitment, hiring, and education. I've taken two enterprise platforms from zero to production — TechScore (AI candidate assessment) and TalentAI (recruitment intelligence) — after a decade building award-winning EdTech products.
I own product end-to-end: setting vision and architecture, then shipping — wearing both product and engineering hats. My edge is range, grounded in a PhD physicist's rigor: a founder's instinct for 0→1, and an educator's feel for how people actually learn and grow.
8
products built 0→1
80+
professionals, graduate students & interns mentored
HireTech & assessment platforms, built from scratch — Delhi NCR (Remote)
Architected and launched TechScore.ai, used to evaluate 12,000+ candidates for Cisco, Walmart, Google, Atlassian, Albertsons, LAM Research, etc.
Built a résumé & work-experience evaluation engine that cut screening time 60%, and workflow automation that reduced time-to-hire 30%.
Designed a behavioral-assessment engine profiling a candidate across 11 dimensions from three scenario questions — 700+ evaluations per candidate, plus a deception-detection layer.
Built TalentAI's recruitment pipeline — sourcing, résumé & job parsing, semantic matching, AI phone screening, and advanced assessments (including AI-assisted problem-solving and coding), with an efficient ATS integration — AI woven into each stage so recruiters can engage a wide variety of candidates with far less effort.
Invented its semantic experience-matching engine and a self-growing skill ontology — surfacing strong, non-obvious candidates and compounding in accuracy with every résumé and role processed.
Built an AI proctoring system across both platforms — video & audio monitoring, voice diarization, candidate detection from facial features, clothing & build, and frame-by-frame reconstruction of likely activity, plus gaze, headgear, device-use and browser/keyboard detection — to flag integrity issues in remote assessments.
Applied AIProduct Architecture0→1LLMs / NLP
2021 — 2022
Director, Product Innovation · SpeEdLabs
AI-based adaptive learning — Indore, India
Led data-driven product innovation, delivering actionable insights to learners on an AI-based adaptive practice platform.
Revamped the LMS for product-led growth → +20% engagement via improved UI/UX, analytics, and learning insights.
Shipped a pay-per-use Twilio WhatsApp bot for B2C support & lead-gen → 90% lower chatbot cost.
Adaptive LearningData ScienceProduct-Led Growth
2015 — 2021
Founder & Executive Head · CREATES
Teaching & Learning Centre, IISER Bhopal
Founded the centre — raised $600K from India's Ministry of Education and led it to self-sustainability, impacting 50,000+ teachers & learners.
Hired, trained & managed a 30+ team of developers, designers & content authors.
Built Examineer — a computationally-intelligent assessment platform that reached 15,000+ users across 25 institutions and won the Wolfram Innovator Award.
Pioneered modern learning spaces (Studio AIR) grounded in built-pedagogy principles — the origin of a signature expertise detailed below.
FounderEdTechBuilt PedagogyTeam BuildingWolfram
2012 — 2021
Assistant Professor & Head of Physics · IISER Bhopal
Department leadership, teaching & HEP research
As Head of Physics, launched an Integrated PhD program → +30% graduate admissions and stronger cohorts.
Taught 12 courses to 1,000+ students; led a research team of 12 → eight publications.
LeadershipCurriculum DesignResearch
2009 — 2012
Postdoctoral Researcher · Carnegie Mellon University
High-energy physics — Pittsburgh, USA
Co-discovered the Rapidity Renormalization Group, solving the resummation problem for soft-recoil-sensitive observables in jet physics & QCD — two foundational papers, 550+ citations.
Defined fully-unintegrated parton distribution & fragmentation functions in the SCET framework; co-organized the SCET Workshop 2011.
SCET / QCDJet PhysicsResearch
Products
Platforms I've built 0→1
TalentAI 2025
AI recruitment platform whose pipeline spans sourcing, résumé & job parsing, semantic matching, AI phone screening, and advanced assessments (incl. AI-assisted coding) with built-in AI proctoring, plus an efficient ATS integration — AI woven into each stage.
TechScore.ai 2022
AI candidate-assessment platform focused on advanced assessment — résumé & work-experience evaluation, scenario-based behavioral profiling, and AI proctoring. Visit techscore.ai →
Physics · Comp Thinking 2019
A course, a MOOC for 5,000+ learners, now a book in progress — teaching physics through computational thinking. Follow the idea →
KPAstro.ai 2024
A modern Krishnamurti Paddhati (KP) astrology platform, built 0→1 — a precision chart engine (sub-lord tables, Vimshottari Dasa, horary), AI-grounded predictions, and a growing astrologer community. Visit kpastro.ai →
Studio AIR 2019
India's first tech-enabled adaptive-immersive-responsive classroom — designed & built 0→1. See the space →
CREATES Learning Lab 2018
A configurable, moldable studio for active-cooperative learning — castored tables, glass boards, recording studio. See the space →
Shiksha 2016
Academic information system / ERP built for 2,000 concurrent users at IISER Bhopal.
Examineer 2015
Computationally-intelligent, deeply-randomized assessment platform + CMS that reached 15,000+ users across 25 institutions · Wolfram Innovator Award.
Signature Expertise
Built pedagogy: when the room teaches
Most people have never heard the term — but everyone has felt it. Built pedagogy is the principle that a learning space is never neutral: its architecture and furniture quietly teach, encoding and enforcing a way of learning before a word is spoken. Design the room, and you've already designed the learning.
Fixed rows
One voice, one direction — space that trains compliance and transmission.
Flexible clusters
No fixed front, movable tables, writable walls — space that invites collaboration and inquiry.
I'm a leading expert in built pedagogy in India. I've designed and built modern learning spaces from these principles (Studio AIR at IISER Bhopal), and consulted universities and institutions on creating spaces that are built-pedagogy compliant.
A new way to learn physics — see it before you prove it. What began as a pioneering course in Studio AIR became a national MOOC for 5,000+ learners, and is now a textbook in progress, co-authored with Auditya Sharma.