Animesh Kumar Singh

Testimonials

Recognition for outstanding performance and contributions.

Star Performer - Q2 2026

"Animesh Singh made consistent contributions across EU PR, Customer360, and FacctList during the quarter. He took ownership of complex work such as Name Engine 2... His ability to work through changing requirements, collaborate with team members, and steadily deliver across multiple initiatives stood out."

Gaurav Singh

Current Principal AI Architect, Microsoft
Former Manager, Facctum

Work Experience

Professional timeline of strategic implementations and engineering.

Sept 2025 - Present

Associate ML Engineer

Facctum | Pune

Sanctions Press Release Extraction System: Integrated large language models to extract critical regulatory entities from complex HTML/PDF press releases, mapping raw data to a Common Data Format. Delivered an audit-ready, delta-tracking compliance system that improved data extraction accuracy by 83% and accelerated downstream regulatory SLAs to Banks by 94%.
Trade Goods Screener: Engineered an end-to-end intelligent Trade Goods Screener using LangGraph and Bedrock’s Claude Opus Model, enabling HS-code classification, sanctions/license screening, risk scoring, and case routing. Built an orchestration layer reducing manual review time by 70%.

Jan 2025 - July 2025

SDE Intern

Volkswagen (VGDS - India) | Pune

Agentic Service Center Automation: Designed an intelligent workflow for service centers using CrewAI and Llama-3B. Enabled autonomous task routing, reducing service resolution time by 45% by eliminating manual coordination bottlenecks.
Hybrid Chatbot System: Engineered a hybrid recommendation model integrating LLama 3.1 with a dynamic RAG retrieval mechanism for real-time, in-vehicle assistance, achieving a 28% improvement in Mean Reciprocal Rank (MRR) for Point-of-Interest suggestions.

Nov 2024 - Jan 2025

Machine Learning Engineer Intern

Medecro AI

Dental YOLOv8 Object Detector: Developed an object detection model on Medecro.ai’s annotated dental X-ray set (10k+ images). Achieved mAP@0.5 0.92, and 25% model size reduction via structured pruning & 8-bit quantization, deployed as an endpoint for real-time chairside diagnostics.

Consulting Expertise & Skills

Architecting and deploying intelligent systems tailored for scalability.

Agentic AI & LLMs

LangGraph, CrewAI, OpenAI, Claude, Bedrock. Building multi-agent orchestrations with tool-augmented workflows.

Predictive Modeling

XGBoost, Random Forest, PyTorch, Scikit-learn. Designing highly accurate risk assessment and recommendation engines.

Computer Vision

YOLOv8, 8-bit Quantization, Model Pruning. Deploying lightweight object detectors for real-time diagnostics.

Data Strategy & RAG

FAISS, ChromaDB, Pinecone. Engineering hybrid dense/sparse retrieval mechanisms for contextual LLM grounding.

Cloud & MLOps

AWS (SageMaker, Bedrock), Docker. Structuring CI/CD pipelines and optimized inference endpoints.

Backend Architecture

Python, FastAPI, PostgreSQL. Building robust, secure microservices to power AI applications.

Implemented Solutions

A selection of strategic AI projects and enterprise implementations.

AI Cold Mail Generator

LLaMA & ChromaDB Pipeline

LLaMA8B Fine-Tuning

Domain Adaptation with LoRA

Credit Risk Engine

XGBoost & Feature Engineering

Trade Goods Screener

LangGraph & Bedrock Claude

Service Center Auto

CrewAI Multi-Agent Orchestration

Dental YOLOv8

Object Detector for X-Rays

Education & Achievements

Silicon University

B.Tech Computer Science and Engineering.

2021 - 2025

CGPA - 8.02

VW imobilothon 4.0

Recognized for outstanding competition performance in automotive AI solutions.

TOP 5

About Animesh.

AI-ML Consultant and Engineer.

I am an AI-ML Consultant and ML Engineer focused on delivering high-impact, scalable artificial intelligence solutions to modern businesses. My expertise lies in designing agentic AI systems, optimizing large language models, and developing robust computer vision architectures.

Core Tech Stack

I specialize in translating complex business requirements into strategic AI deployments. Whether it's architecting a multi-agent orchestration layer to reduce operational bottlenecks by 70%, or fine-tuning quantized LLMs for domain-specific tasks, my goal is to drive measurable business value through cutting-edge technology.

I partner with teams to navigate the rapidly evolving AI landscape, ensuring intelligent systems are not only innovative but secure, scalable, and audit-ready.

Let's Connect

Download Resume

Let's Connect

Reach out to discuss AI consulting, strategy, or enterprise implementations.

Email: animeshkrsc7@gmail.com

Phone: +91-7667029315