Looking for a job

Abhishek K M

@abhishekkm

AI/ML Engineer at EY building agentic AI platforms and a GenAI-powered IVR system that reduced manual effort by 75%.

At EY, I developed a GenAI-powered IVR system using LLM alignment strategies and RAG, reducing manual effort by 75% and improving customer satisfaction by 68%.

I also built an agentic application modernization platform that converts repositories across programming languages, generates test cases, reviews and optimizes code, and automates Git workflows with human-in-the-loop controls.

At EY, I built a context-aware platform that generates React-based analytics dashboards and executes workflows through MCP integrations. I also developed ML-driven cash forecasting solutions for Accounts Payable and Accounts Receivable.

Previously, at Standard Chartered, I trained and deployed a YOLO-based object detection model and developed signature verification, synthetic data generation, and document classification models. At Infosys, I worked with Goldman Sachs Asset Management on global client support and a proof of concept for identifying critical alerts.

Experience

Work history, roles, and key accomplishments

Current

Senior AI ML Consultant

Current

Mar 2025 - Present (1 year 7 months)

Developed a GenAI-powered IVR system using RLHF, PPO, and DPO strategies with RAG and MCP tools, reducing manual effort by 75% and improving customer satisfaction by 68%. Built an agentic application modernization platform and context-aware agentic platform for dynamic dashboard generation and workflow execution.

LLM Fine tuning RLHF PPO DPO RAG MCP Agentic AI Python Lang Chain LangGraph Markov Models Shadow Deployments Cash Forecasting

Senior ML Engineer

Standard Chartered

Jun 2022 - Mar 2025 (2 years 9 months)

Trained and deployed custom YOLO-based object detection models, built signature verification and GAN-based synthetic data generation models, and developed a client due diligence engine and Aadhaar redaction engine. Played a key role in developing in-house products that saved millions in licensing costs.

YOLO Object Detection Gan Synthetic Data Signature Verification Document Classification Aadhaar Masking PII Compliance HLD LLD

Technology Analyst

Infosys

Mar 2019 - Jun 2022 (3 years 3 months)

Worked with Goldman Sachs Asset Management division, managing global clients and handling super-critical alerts. Provided a proof of concept for a model to identify critical alerts with high business impact.

Alert Management POC Business Impact Analysis (BIA)Client Management