---
title: "Amal Singh - AI Engineer (Senior Analyst, Data & AI) in Gurugram | Tal"
description: "Meet Amal Singh, AI & ML Engineer @ Benori | Production Agentic Systems & RAG at Scale (LangGraph, Multi-Agent, Google ADK) based in Gurugram."
image: "https://tal.club/meet/amal-1/share-image"
---

# Amal Singh on Tal

## Headline

AI & ML Engineer @ Benori \| Production Agentic Systems & RAG at Scale \(LangGraph, Multi\-Agent, Google ADK\)

## About

Al & ML Engineer with strong expertise in end\-to\-end GenAl pipelines, advanced RAG architectures, and ML model training\. Skilled in transforming unstructured data into structured intelligence, deploying enterprise\-grade Al systems, and building multimodal pipelines\. Experienced in MLOps practices \(monitoring, optimization, orchestration\) and cross\-functional leadership\. Proven record of delivering production\-ready Al solutions with measurable business impact across consulting, healthcare, and enterprise domains\. A DataCamp Certified Associate Data Scientist and a Google Certified Data Analytics Professional, with a strong foundation in data\-driven decision\-making and analytical problem solving\. 🔗 My Portfolio Website: https://amal\-portfolio\.onrender\.com/ 🔗 View my Verified Certificate Badges here: https://www\.credly\.com/users/amal\-singh 🔗 Explore my projects and contributions on GitHub: https://github\.com/singhamal001 🔗 See my data science explorations on Kaggle: https://www\.kaggle\.com/amalrajsingh

## Location

Gurugram

## Work experience

AI Engineer \(Senior Analyst, Data & AI\) at Benori, Apr 2026 \- Present · 3 mos

AI Engineer \(Analyst, Data & AI\) at Benori, Mar 2025 \- Apr 2026 · 1 yr 2 mos, Gurugram, Haryana, India, Driving innovation by building and integrating end\-to\-end AI systems into business workflows, optimizing operations, and enabling data\-driven efficiency\.

Senior Engineer, Data Science at Aimil Ltd\., Sep 2024 \- Mar 2025 · 7 mos, New Delhi, Delhi, India, Project 1: Classification of Eye Fundus Images for Multiple Eye Related Diseases \(Ongoing\) \- Developed a data augmentation pipeline for a Fundus Image Dataset \(45,000\+ images\) using exposure adjustments, rotation, and flipping to improve eye disease classification\. \- Implemented a SOTA model for Diabetic Retinopathy detection, achieving 96%\+ recall and 87% specificity, surpassing competitors by 14% in recall\. \- Trained DenseNet, InceptionV3, and ResNet50 on grayscale fundus images, achieving 92\.09% accuracy and 94\.47% recall in binary classification\. \- Built a SOTA model for Cup\-to\-Disc ratio detection in Glaucoma screening, manually annotating 350\+ images and achieving 0\.994 mAP and 92\.88% recall\. Project 2: Video\-Based Body Vitals Prediction \(Ongoing\) \- Collected data from 39 subjects across multiple activity states, capturing BVP, facial video, and blood pressure data\. \- Implemented MLFlow for model monitoring and deployment, achieving ±5 BPM heart rate estimation accuracy\. \- Designed a custom weighted loss function \(shape\-based \+ Negative Pearson loss\) to enhance BVP prediction\. \- Optimized inference time, reducing 30s video processing from 25s to <9s \(65% improvement\)\. Project 3 : Streamlit Dashboard for deployment in low connectivity areas \- Created a modular, user\-friendly Streamlit application for site engineers to analyze soil sample data in low\-internet connectivity environments\. \- Packaged the application as a standalone executable \(\.exe\) for universal system compatibility, enabling seamless data visualization and quality assessment\.

AI Software Engineer at Freelancer, Jun 2024 \- Aug 2024 · 3 mos, Hyderabad, Telangana, India, \- Automated sales outbound workflows, linking Google Sheets with Apify for profile scraping, integrating Apollo\.ai for lead email extraction, and generating personalized email sequences stored as drafts in the customer’s Gmail inbox\. This solution saved the client over $15,000\+ in sales outbound costs, significantly reducing dependency on manual outreach\. \- Developed agentic workflows for HR recruitment and candidate screening, implementing an AI\-generated resume relevancy score and integrating OpenAI Whisper for voice\-based Q&A, enabling human\-like conversations for enhanced candidate interactions\. \- Designed and developed Shopify Liquid templates, integrating a B2C customer's B2B vertical with features such as account creation, promotional banners, forms, user authentication, cataloging, and automated promotional email workflows\.

Data Scientist at Predli, Apr 2024 \- Jun 2024 · 3 mos, Gurugram, Haryana, India, \- Streamlined resource allocation, eliminating bottlenecks and redundancies, resulting in a savings of \~ 2 Days per sprint\. \- Led the development of a multi\-user chatbot, leveraging advanced LLMs to facilitate digital mediation, achieving 90% accuracy in scenario\-based response relevancy tests\. \- Developed a multi\-user chatbot, leveraging advanced LLMs to facilitate digital mediation, automating the conflict resolution upon getting relevant context from private conversations with multiple parties\. Skills: Python, Prompt Engineering, RAG, Tailwind, Supabase, Langchain, Langgraph

Software Engineer \(Frontend\) at Arawinz Soft Solutions pvt ltd, Oct 2021 \- Apr 2022 · 7 mos, Hyderabad, Telangana, India, Contributed to an app and web admin panel using SQL, enhanced search and chatbot with NLP, and ReactJS\.

## Education

Postgraduate Diploma, Data Science \(AI/ML\), Plaksha University

Bachelor of Business Administration \- BBA, Business Management, Business Analytics, GITAM Deemed University

[View the original profile](https://tal.club/meet/amal-1)

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