Picture of Akash Thakor

Akash Thakor

Akash is a Lead Python Developer and AI Engineer with over 8 years of experience building scalable backend systems, data pipelines, and AI-driven applications across Manufacturing, Mining, Industrial, FMCG sectors, and SaaS platforms. His expertise includes Python-based backend development, automated ETL pipelines, and intelligent solutions using NLP, LLMs, and computer vision, with a strong focus on reliability, scalability, and performance.

Software Engineer Lead

Blogs by Akash Thakor

Feature image showing transaction monitoring architecture with streaming ingestion, enriched events, a stateless evaluator, rules and behavioural profiling, alert decisions, and provenance storage.

3 June 2026

Inside a Real-Time Transaction Monitoring Stack

Feature image showing transaction monitoring architecture with streaming ingestion, enriched events, a stateless evaluator, rules and behavioural profiling, alert decisions, and provenance storage.

blogs

Inside a Real-Time Transaction Monitoring Stack

3 June 2026

3 June 2026

Akash Thakor

Feature image showing an AML screening engine architecture with input entities, hybrid retrieval, scoring, structured decisions, evidence pointers, and per-tenant index isolation.

1 June 2026

Anatomy of an AML Screening Engine

Feature image showing an AML screening engine architecture with input entities, hybrid retrieval, scoring, structured decisions, evidence pointers, and per-tenant index isolation.

blogs

Anatomy of an AML Screening Engine

1 June 2026

1 June 2026

Akash Thakor

Feature image showing an AML watchlist data pipeline that ingests source feeds, normalises schemas, resolves entities, versions records, syncs updates, and preserves audit lineage.

29 May 2026

Field-Tested Architecture for AML Watchlist Data Pipelines

Feature image showing an AML watchlist data pipeline that ingests source feeds, normalises schemas, resolves entities, versions records, syncs updates, and preserves audit lineage.

blogs

Field-Tested Architecture for AML Watchlist Data Pipelines

29 May 2026

29 May 2026

Akash Thakor

Feature image showing four-stage manufacturing data pipeline from sensor ingestion through edge processing and cloud transformation to operational dashboards

11 May 2026

Proven Real-Time Data Pipeline for Manufacturing: From Sensor Ingestion to Operational Dashboards

Feature image showing four-stage manufacturing data pipeline from sensor ingestion through edge processing and cloud transformation to operational dashboards

blogs

Proven Real-Time Data Pipeline for Manufacturing: From Sensor Ingestion to Operational Dashboards

11 May 2026

11 May 2026

Akash Thakor

ETL Pipeline Design for FinTech AML Data at Scale

6 Apr 2026

ETL Pipeline Design for FinTech: AML Data at Scale

ETL Pipeline Design for FinTech AML Data at Scale

blogs

ETL Pipeline Design for FinTech: AML Data at Scale

6 Apr 2026

6 Apr 2026

Akash Thakor

Build versus buy comparison for computer vision quality inspection in manufacturing - DigiWagon guide

31 Mar 2026

Computer Vision for Quality Inspection: Build vs. Buy for Manufacturing CTOs

Build versus buy comparison for computer vision quality inspection in manufacturing - DigiWagon guide

blogs

Computer Vision for Quality Inspection: Build vs. Buy for Manufacturing CTOs

31 Mar 2026

31 Mar 2026

Akash Thakor

Feature image showing composable SaaS connected to personalization, flexibility, and control for B2B platforms

27 Mar 2026

Composable SaaS Architecture: The New Foundation for Hyper-Personalized B2B Platforms

Feature image showing composable SaaS connected to personalization, flexibility, and control for B2B platforms

blogs

Composable SaaS Architecture: The New Foundation for Hyper-Personalized B2B Platforms

27 Mar 2026

27 Mar 2026

Akash Thakor

Multimodal decision intelligence in Industry 4.0

6 Mar 2026

Multimodal Decision Intelligence in Industry 4.0

Multimodal decision intelligence in Industry 4.0

blogs

Multimodal Decision Intelligence in Industry 4.0

6 Mar 2026

6 Mar 2026

Akash Thakor

Vertical AI architecture for domain-specific LLM solutions in custom software

4 Mar 2026

Vertical AI in 2026: Why Generic LLMs Fail in Custom Software and How to Build Domain-Specific Solutions

Vertical AI architecture for domain-specific LLM solutions in custom software

blogs

Vertical AI in 2026: Why Generic LLMs Fail in Custom Software and How to Build Domain-Specific Solutions

4 Mar 2026

4 Mar 2026

Akash Thakor

Invisible UI concept showing AI agents powering zero-interface SaaS experience

2 Mar 2026

The Rise of "Invisible UI": Leveraging AI Agents for Zero-Interface SaaS Experiences

Invisible UI concept showing AI agents powering zero-interface SaaS experience

blogs

The Rise of "Invisible UI": Leveraging AI Agents for Zero-Interface SaaS Experiences

2 Mar 2026

2 Mar 2026

Akash Thakor