Amit Kumar

CTO

India11 yrs 4 mos experience

Highly StableAI Enabled

Key Highlights

Expert in Generative AI and machine learning integration.
Proven track record in architecting scalable AI solutions.
Strong leadership in AI strategy and implementation.

Stackforce AI infers this person is a Generative AI and Machine Learning expert with a focus on enterprise solutions.

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Skills

Core Skills

Generative AiAi Strategy And LeadershipNatural Language Processing (nlp)

Other Skills

Agentic AIAlgorithm DesignAlgorithmsApache SparkArtificial Neural NetworksAzure DatabricksCalculusClassificationData EngineeringData StructuresDevOpsDockerDynamic ProgrammingGenAIHadoop

About

As a passionate leader in the AI space with a decade of experience, I specialize in the fusion of Generative AI and traditional machine learning to solve real-world business challenges. I thrive on driving innovation through data-driven solutions, focusing on scalable AI architectures and intelligent systems that deliver measurable value across industries. My core expertise lies in: • Generative AI (GenAI): Designing and deploying advanced models like GPT and other Transformer-based architectures to enhance automation, natural language processing (NLP), and data generation. • Traditional Machine Learning: Proven success in applying machine learning models—classification, clustering, and regression—tailored to various business use cases, particularly in the Telecom domain. • AI Strategy and Leadership: Guiding cross-functional teams in AI implementation, from conceptualization to production-level deployment, ensuring alignment with strategic business objectives. • Business-Driven Innovation: Delivering end-to-end solutions that drive business growth, optimize operations, and improve decision-making using AI. With a focus on bridging cutting-edge AI technologies with practical business applications, I am constantly exploring the potential of Generative AI to redefine how businesses engage with their data and customers. Currently, I'm excited to push the boundaries of AI, harnessing the full potential of emerging technologies to create scalable, impactful solutions.

Experience

Brillio

Senior AI Architect

Jun 2025 – Present · 9 mos · Gurugram, Haryana, India · Hybrid

Agentic AIGenAIGenerative AIAI Strategy and Leadership

Innover digital

AI Architect

Apr 2022 – Jun 2025 · 3 yrs 2 mos · Remote · Remote

Architected and deployed an autonomous multi-agent system using CrewAI + LangChain to orchestrate task-specific agents across enterprise tools (Slack, Jira, Outlook, GitHub, HRMS, Confluence).
Implemented Multi-Agent Collaboration Protocol for inter-agent messaging, task decomposition, and collaborative reasoning among LLM-backed agent.
Built modular agent microservices using FastAPI, with domain-specific wrappers for RESTful integrations and secure tokenized communication.
Integrated Slack (Bolt SDK) as the primary interface for NLU-based intent routing and real-time command execution across agents.
Engineered stateless and event-driven execution via AWS Lambda, enabling scalable orchestration with minimal latency and cost overhead.
Leveraged AstraDB vector store for retrieval-augmented generation (RAG), enabling persistent memory, semantic search, and multi-turn task continuity.
Designed a domain-specific task planner using LLM prompt engineering and agent memory to enable context-aware, multi-hop reasoning across asynchronous APIs.

Natural Language GenerationGenAILarge Language Models (LLM)LangChainGenerative AINatural Language Processing (NLP)

Vestas

Data Scientist

Nov 2019 – Mar 2022 · 2 yrs 4 mos

Working as a Full Stack Data Scientist. Involved in Developing the business KPIs to focus more on lean process to cut the unwanted cost involved in Service Business. Involved into the core business of Vestas and saving service cost with the scalable solutions at the global level. For the same below are few project which I have developed. Saving almost 1000 Euros per Turbine per year
1. Developed a Machine Learning Model for Component Failure Prediction by finding out the Anomaly in Data Signals Coming from Turbine.
2. Provisioned an ML Utility for forecasting Capacity and Component Units.
3. Developed a Spare Parts Recommendation using fuzzy logic.

Renault-nissan-mitsubishi

Data Scientist

Jul 2017 – Nov 2019 · 2 yrs 4 mos · Greater Chennai Area

Data is the new gold.
I am associated with the Advanced Technology Group of Renault. My job profile is mainly full stack Data Science. It includes getting the data from the source, loading, cleaning, feature selection, analyzing, visualizing the data, building up model, training, testing and deploying using data pipeline.
Domain : Automobile , Finance.
Technologies and Framework.
Languages: Python, R
Tools: Jupyter, Spyder, Anaconda
Visualization Tool: Spotfire
Big Data : Hadoop, PySpark
Cloud: GCP

Citi

Data Research Analyst

Dec 2015 – Jul 2017 · 1 yr 7 mos · Greater Chennai Area

Oracle

Associate Application Developer

Oct 2014 – Dec 2015 · 1 yr 2 mos · Bangalore

I joined Oracle as a fresher in Oct 2014 as Associate Application Developer. Here I worked on world's largest Banking Software Flexcube. We were working on an IDE i.e ODT(Open Development Tool) which is used for developing the banking screens. My working area was Java and Web Services.I learnt so many things in Banking domain and gained so many technical stuffs. I got the best team member award from my manager.
Flexcube : It is a banking software used by around 30% of the total banks across the globe and ranked first.