# Mainak T.

> Architect, Tech Lead, LLM, ML, SaaS

Location: San Francisco Bay Area, United States
Profile: https://flows.cv/mainak

25+ years of IT Experience with architecture, software development, cloud technologies

• OpenAI and Microsoft (Enterprise LLMs) integration to provide custom context based chat functionality
using LLM and embeddings/function calling (vector based similarity search – Pinecone, Weaviate, Langchain) 

• LLM fine tuning for domain customization and ML model roll out

• Excellent communication and interpersonal skills, with the ability to work effectively with stakeholders at all levels of the organization

• Extensive and proven skills in leadership role Working in fast-paced, dynamic startup environment with changing priorities and requirements

• Helped startups build, rollout and scale using latest tech stack

• Core banking platform and Banking as a Service design and rollout for East West bank

• Designed and built applications for Costco, Sam's Club (and all other major retailers)

## Work Experience
### Founding Engineer @ DaBot
Jan 2023 – Present
Working on core data onboarding product using React, Node, Python, MongoDB, Postgers, AWS, Open AI, LLM. 
Core product provides end to end SaaS solution for auto data mapping with combination of mapping algorithm and Gen AI
API based scalable platform provides flexibility of integration to partners to consume services in seamless and secured manner
Platform provides connectivity to source data from multitude of data platforms (Snowflake, Cloud Storage, Postgres, Databricks)

### Architect / Hands on Engineering Lead @ i2Chain Inc.
Jan 2021 – Jan 2023
Designed and built SaaS platform using Python/FastAPI, React,Node,AWS EC2,MongoDB
Designed and built OpenAI integration to provide summary and dynamic prompts and responses on secured documents without decryption
Secured Documents (storage and secured delivery through add-ins and APIs)
Provided technical leadership for platform build and stability, feature functionalities, issues, system scalability
Recruited and mentored team members
Contributed in strategic technical and business decisions
Lead through successful roll-out to top 15 US bank

### VP / Hands on Platform Lead @ East West Bank
Jan 2018 – Jan 2021 | Palo Alto, California, United States
Built Online Onboarding, Digital Banking - BaaS platform using React, Node, Python Redis, AWS Kubernetes Worked in startup division
Core member for creating new banking app platform from grounds up -
Design and implementation of four new flows/frameworks for core banking apps
Initiated K8s, micro services implementation in backend
Lead customer facing banking applications as well as Banking as a Service interface for partner integration

### Tech Lead / Platform Owner @ Blackhawk Network
Jan 2017 – Jan 2018
Development and migration using Ruby on Rails, React, Node
Built new team and mentored team members
Lead team through building new features and monthly successful roll-outs with zero down time
Built and deployed new functions and flows for Product Team for new partner and product on-boarding
Migrated Giftcard Service Portal to new Pegasys system

### Development Team Lead @ YesVideo
Jan 2006 – Jan 2016 | Santa Clara, California, United States
Built Order Management System & MemorySafe/ Yes Law Generator/ FastFive (Ruby on Rails)
Built automation for order management system
Built YesLaw propriety software for lawyers and law firms
Rolled-out systems to Costco, SamsClub, Walmart, Walgreens , Rite Aid- all major retail chains in US

### Development Team Lead @ Fidelity Investments
Jan 2001 – Jan 2005 | India
Worked on various internal projects involving reporting, budgeting and timetracking for internal users


## Education
### Master of Computer Applications - MCA in Computer Science
Maharaja Sayajirao University of Baroda, Vadodara


## Contact & Social
- LinkedIn: https://linkedin.com/in/mainak-trivedi

---
Source: https://flows.cv/mainak
JSON Resume: https://flows.cv/mainak/resume.json
Last updated: 2026-04-05