Summary
Overview
Work History
Education
Skills
Certification
Languages
Timeline
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Sidharth Banyal

Summary

  • AI Engineer & Lead Software Engineer with 12+ years of experience , specializing in Frontend Development and AI Engineering .
  • Strong expertise in React, TypeScript, Next.js, and Microservices , combined with hands-on skills in Machine Learning, Generative AI, and NLP .
  • Skilled in designing, training, and deploying AI agents (LangChain, RAG, autonomous workflows) that seamlessly integrate into enterprise systems.
  • Adept at building scalable, cloud-native applications with AI-driven insights that deliver measurable business impact.
  • Blends human-centered design thinking with cutting-edge AI engineering to create intuitive, intelligent, and future-ready digital products.

Overview

15
15
years of professional experience
1
1
Certificate

Work History

Lead Software Engineer

Publicis Sapient
05.2016 - Current
  • Spearheaded the development of banking and trading platforms for a major financial institution, ensuring scalability and high performance.
  • Designed and implemented microservices-based cloud solutions , optimizing system performance and reducing operational costs.
  • Introduced Micro Frontends and Monorepos to streamline frontend development and improve maintainability.
  • Developed POCs for AI agents that automate financial data analysis and customer interaction workflows.
  • Mentored engineers in React, TypeScript, and AI adoption , fostering a culture of innovation and future-ready engineering.

Lead Consultant

Genpact Headstrong Capital Markets
06.2015 - 05.2016
  • Directed CRM and Tools development , automating workflows such as Prospect Creation, Mailing List Generation, and Service Integration.
  • Acted as the bridge between client stakeholders and engineering teams , ensuring smooth collaboration and aligned project execution.
  • Improved application efficiency by modularizing services and introducing reusable frontend components , reducing development time and enhancing maintainability.

Consultant

Headstrong Services India Pvt Ltd
01.2011 - 06.2014
  • Designed and implemented full-stack financial tools , widely adopted by investment clients.
  • Enhanced system scalability and performance through optimized frontend–backend collaboration .
  • Contributed to modernizing application architecture with responsive UI and service-oriented backend design.

Education

B.Tech - Computer Science & Engineering

Green Hills Engineering College
Solan, H.P.
01.2007

Skills

  • AI/ML & Generative AI
    Python, scikit-learn, TensorFlow, PyTorch, Pandas, NumPy
    Generative AI, Prompt Engineering, Hugging Face, OpenAI APIs
    NLP: Text Classification, Summarization, Transformers (BERT, GPT, T5)
    ML Deployment: Docker, Kubernetes, REST APIs, CI/CD
    AI Agents: LangChain, Retrieval-Augmented Generation (RAG), Autonomous Agents
  • Frontend Development
    React, Nextjs, MobX, Hooks, Webpack
    Modern UI/UX principles, Responsive Design, Performance Optimization
  • Backend & Microservices
    Nodejs, Express
    RESTful APIs, Event-driven & Microservices Architectures
  • Cloud & DevOps
    Docker, Kubernetes
    CI/CD Pipelines, Micro Frontends, Monorepos
  • Databases
    MongoDB, PostgreSQL

Certification

  • Executive Post Graduate Certificate in Machine Learning & Deep Learning – IIIT Bangalore (Ongoing)
  • Publicis Sapient Level 2 AI Engineer Certification
  • Advanced AI/ML Courses focused on AI Agents and Generative AI

Languages

English (Fluent)
Hindi (Fluent)

Timeline

Lead Software Engineer

Publicis Sapient
05.2016 - Current

Lead Consultant

Genpact Headstrong Capital Markets
06.2015 - 05.2016

Consultant

Headstrong Services India Pvt Ltd
01.2011 - 06.2014

B.Tech - Computer Science & Engineering

Green Hills Engineering College

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Sidharth Banyal