Nikhil Laddha

AI Researcher

Bengaluru, Karnataka, India5 yrs 3 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in building AI-driven low-latency real-time systems.
Led multiple teams to develop state-of-the-art AI solutions.
Proven track record in MLOps and LLMOps strategies.

Stackforce AI infers this person is a SaaS and AI solutions architect with extensive experience in enterprise-level applications.

Contact

nikhil_laddha@amat.com LinkedIn

Skills

Core Skills

Artificial Intelligence (ai)Large Language Models (llm)MlopsMicroservicesSoftware DevelopmentComputer VisionAwsNode.jsReact

Other Skills

Agile Application DevelopmentAlgorithmsAmazon Web Services (AWS)Back-End Web DevelopmentC++Cloud ComputingData PipelinesData ScienceData StructuresDatabase DesignDistributed SystemsDjangoDjango REST FrameworkDockerFastAPI

About

Software Architect with experience and domain knowledge in SaaS products, Manufacturing, Wealth Management, Banking, Logistics, Semiconductors, Sports Media and E-commerce industries. Skilled in Solution Architecture (cloud & on-premise) and System Design. Experience building AI driven low-latency real-time systems from scratch for on-prem enterprise deployments. Experience in working with Data Science teams, maintaining as well as building Gen AI Solutions, IOT device integrations. Developed MLOps, LLMOps strategies for enterprise. Lead improvement of product development cycle and best practices adoption across projects. In my current role, leading multiple teams to build state-of-the-art AI solutions for enterprise.

Experience

Applied materials

2 roles

Senior Manager - Artificial Intelligence / Machine Learning

Promoted

Apr 2025 – Present · 11 mos · Bengaluru, Karnataka, India · On-site

Software Engineering Specialist

Jun 2022 – Oct 2023 · 1 yr 4 mos · Bengaluru, Karnataka, India · Hybrid

Designed and developed AI-driven Semiconductor Quality Control software products.
Led architecture, low-level design, and code reviews for enterprise applications.
Implemented MLOps strategies for automated training and deployment of ML models on edge devices.

Artificial Intelligence (AI)MLOpsSoftware DevelopmentSystem Design

Jpmorganchase

Associate Vice President - AI/ML

Oct 2023 – Apr 2025 · 1 yr 6 mos · Bengaluru, Karnataka, India · Hybrid

Designed and developed of developer productivity cli tool, from scratch similar to Codeium/GH Copilot for large legacy codebases.
Open-source LLM pretraining (MLM,CLM) and fine-tuning(SFT, LoRA, qLoRA, Peft).
Developed solutions using multimodal capabilities of GPT models to enhance AI-driven processes.
Built impactful proof-of-concepts (POCs) for innovative use cases leveraging multi-agent frameworks (Langgraph, Autogen)
Developed RAG pipelines and integrated into existing products ecosystem.
Experiments with AI Voice solutions using GPT model.

Large Language Models (LLM)Artificial Intelligence (AI)Python (Programming Language)Project ManagementData Science

Hashedin by deloitte

3 roles

Senior Software Engineer

Promoted

Jul 2020 – Apr 2021 · 9 mos · On-site

Led the development of a Computer Vision based platform for a Manufacturing giant.
Guided team in migrating a QlikSense application to AWS architecture using AWS managed services.

Computer VisionAWSSoftware Development

Software Engineer

Jul 2019 – Jun 2020 · 11 mos · On-site

Designed and developed complex workflows, database design, UI, and API development for a Freight Logistics Product at HashedIn by Deloitte.
Restructured and modularized code for a monolithic app based on node.js and react, resulting in improved performance and scalability.
Developed an end-to-end messaging/chat system from scratch using Node.js, React, Socket.io, and Redis to enhance user engagement.
Revamped UI in record time, boosting the user base by 13x with an entirely new look and feel.

Node.jsReactDatabase Design

Linker

Feb 2019 – Jun 2019 · 4 mos · On-site

Learned Git workflows, agile methodology, and scrum techniques.
Worked on projects using Springboot, React, and Angular 7, Python, AWS for hosting.
Developed a sales forecasting PoC for a fashion retail company.

Spring BootReactPython

Aditya birla management corporation pvt ltd

Product Engineer | Assistant Manager

Nov 2019 – May 2022 · 2 yrs 6 mos · Bengaluru, Karnataka, India · On-site

Led engineering to develop a micro-service platform with 20+ on-Prem deployments for manufacturing plants.
Designed real-time data pipeline for safety compliance in manufacturing plants.
Developed an aggregation algorithm integrated into the core business logic of the application.

MicroservicesReal-Time Data ProcessingSoftware Development