Partha Sen
AI & Quant · Founder · Educator
Bangalore, India
AI & quantitative practitioner with 20+ years across Agentic AI, Vision AI, equity quant trading, and industrial automation. I take AI products from scratch to market, driving $1M+ ARR.
Validated Concept. Human-Centric AI
The book · 23 chapters
Coded Intent. Validated Concept.
A blueprint for human-centric AI solutions, with a hands-on workshop built from it.
AI value realization
Skills
Agentic · Vision
Quant · Governance
xVEE™ loop
ValidateExecuteEvaluate
Products
greenplusred · mentXlab
Behalves
Value realized
$1M+ ARR · 45% lower GPU cost
20% less maintenance · 65,000+ students
Validated execution delivers
90%
Faster time-to-value
80%
Cost reduction
“Quick Fail First”: test assumptions and validate models before massive capital is wasted.
Experience
Associate Vice President, Datamatics Global Solutions
Bangalore, India | May 2024 – Present
- Agentic Architecture: Built enterprise multiagent workflows enforcing GCP SAIF and OPA guardrails.
- Edge Vision AI: Led Vision AI deployments across industrial and retail sites, eliminating phantom inventory and cutting cold-chain maintenance 20%.
- GPU AI Lab: Designed NVIDIA T4/L2 lab, cut inference and training costs 45%.
Professor of Practice, GIBS Business School
Bangalore, India | Aug 2023 – Apr 2024
- Mentorship: Designed and delivered an applied AI product-building course for 200+ postgraduates; 95% satisfaction. Mentored 15+ project teams; 3 AI concepts reached pre-seed commercialization.
Lead ML / AI Engineer, Avyay Solutions
Bangalore, India | Mar 2021 – Jul 2023
- ML Platform: Led enterprise ML platform integrated with SAP ERP.
- Predictive SaaS: Delivered 11% forecasting accuracy gain and 65% lower logistics workforce overhead.
Founder & AI / Quant Consultant, Algoix Technologies LLP
Bangalore, India | 2012 – 2021
- Venture Leadership & Incubation: Founded and incubated an enterprise AI product at ISB (Hyderabad) in partnership with Google Cloud.
- Public-Sector Platform: Designed and scaled a public-sector AI counseling platform serving 65,000+ underprivileged students.
- Industrial Digitization & IoT: Automated CAD/AutoLISP factory workflows to cut design errors by 30% (boosting throughput by 60%) and built ESP32/Raspberry Pi edge IoT fault detection systems.
Earlier roles
- Assistant Professor, EIILM University
Sikkim, India | 2010 – 2012 - Assistant Manager, HSBC
Kolkata, India | 2007 – 2010 - CAD Engineer, Utility Engineers
Kolkata, India | 2000 – 2004
Skills
Local & open weight model training
Architecture, experiment design, ML, model training to prototype in 80% reduced time using Antigravity, Cursor & Claude assistance. Fine-tuned KV cache, encoder, decoder, diffusion and transformer models on local GPU labs.
Agentic AI Development
Multiagent orchestration, Agentic Graph RAG with multimodal VLMs, frontend public models and small local models.
AI & ML Stack
Causal inference, time-series forecasting, automated defect detection, OPA/Rego policy-as-code, cryptographic capability tokens (CBCT).
Quantitative Finance
Statistical arbitrage, factor modeling, causal graphs, ESG divergence analytics, order execution.
Leadership
Executive Front Facing
Translated models, vision algorithms, and agentic protocols into board level business cases.
AI Product Ownership
Led cross-functional engineering and product teams delivering commercial AI systems and revenue roadmaps.
Education
MS, Data Science
Northwestern University (SPS), Chicago
2022 – 2024
MBA
NIT Durgapur
2005 – 2007
B.Tech, Mechanical Engineering
NIT Surat
1996 – 2000