Available for Freelance & Consulting Open to New Projects — Let's Collaborate GenAI · RAG · NLP · Computer Vision 🏆 Best Performer 2024 — Standard Chartered 10+ Years of AI Engineering Experience Available for Freelance & Consulting Open to New Projects — Let's Collaborate GenAI · RAG · NLP · Computer Vision 🏆 Best Performer 2024 — Standard Chartered 10+ Years of AI Engineering Experience
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Lead AI Engineer & Data Scientist

Turning AI into
Measurable
Business Value

I build Generative AI pipelines, NLP systems, and Computer Vision solutions that actually ship and actually move the needle.

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Experience
Bala Venkatesh
Award 2024
Best Performer
Current Role
AI Engineer
Standard Chartered Bank
Bala at work
10+
Years of
Experience

About Me

From Code to
Business Impact

"I translate complex AI capabilities into tangible business value."

Over 10 years, I've built AI systems across banking, healthcare, agriculture, and e-commerce always focused on what actually moves the needle. Currently at Standard Chartered Bank as AI Engineer, pioneering RAG-based security automation. Also a technical author and open-source contributor.

Banking Healthcare Agriculture E-commerce Cybersecurity
Download Resume Read My Blog

What I Do

Your Partner in
AI Innovation

01
AI Strategy & Consulting
Identify high-impact AI opportunities, build roadmaps, and align technology investments with your business objectives.
02
Generative AI & RAG
Design and deploy LLM-powered applications, RAG pipelines, and AI agents using LangChain, LangGraph, and OpenAI.
03
Custom Model Development
Build bespoke NLP, Computer Vision, and ML models fine-tuned to your specific data and use case.
04
AI Team Leadership
Guide and mentor technical teams, manage delivery, and bridge communication between engineers and stakeholders.
Start a Conversation

Career Journey

10 Years of Impact

From startup data labs to global banks — building AI systems that matter.

AI Engineer
Standard Chartered Bank
Sep 2023 – Present
  • Pioneered a RAG-based system to automate misconfiguration detection and remediation in Azure DevOps pipelines, dramatically improving security posture.
  • Built LLM-powered tools that replaced hours of manual security review — reducing pipeline review time by 80%.
  • Awarded Best Performer of the Year 2024 for outstanding contribution to DevSecOps automation.
  • Collaborated with cloud security architects to integrate ML models into enterprise-grade CI/CD workflows.
RAGLLMsAzure DevOpsPythonSecurity
Lead Data Scientist
Bighaat PVT LTD
Mar 2022 – Mar 2023
  • Led development of an AI mobile app (Crop Doctor) enabling farmers to detect plant diseases from smartphone photos.
  • Fine-tuned deep learning models on agricultural image datasets, achieving high accuracy in real-world field conditions.
  • Deployed models to mobile via TFLite, making the app accessible without internet connectivity in rural areas.
  • Led a cross-functional team of engineers and domain experts to ship production-grade solution.
Computer VisionDeep LearningTFLiteMobile AI
Data Scientist
AIBOTS Sdn Bhd — Medosys
Oct 2020 – Jul 2021
  • Developed an NLP application to generate accurate clinical notes from doctor-patient conversations, reducing documentation burden by ~60%.
  • Implemented speech-to-text pipelines combined with medical NER models for structured note extraction.
  • Managed client deliverables and coordinated team sprints for an international healthcare client.
NLPHealthcare AISpeech-to-TextNER
Data Scientist
AIBOTS Sdn Bhd — Seismic AI
Jan 2020 – Oct 2020
  • Analyzed seismic video data to detect anomalies for the hydrocarbon (oil & gas) industry.
  • Built and optimized video frame anomaly detection models to flag geological events in real time.
  • Worked directly with domain scientists to validate model outputs against expert interpretations.
Computer VisionAnomaly DetectionVideo AIOil & Gas
Data Scientist
Spritle Software Pvt Ltd — Phraze
Dec 2018 – Jan 2020
  • Built an AI-powered clinical scribe with voice interface to automate physician documentation workflows.
  • Developed a frictionless voice UI enabling doctors to dictate notes hands-free during consultations.
  • Reduced average note-writing time from 15 minutes to under 2 minutes per patient.
NLPVoice AIHealthcarePython
Software Developer
Solverminds Technologies
Oct 2016 – Dec 2017
  • Designed and developed responsive web applications for shipping and transport industries.
  • Built Mack Lite — a system for maintaining vessel records and maritime safety inspection reports.
  • Developed Time Transport — a fleet operations management system with real-time vehicle tracking.
Web DevelopmentJavaShippingFleet Management

Work

Bringing Ideas to Life

All on GitHub
🔒
SecurityGenAIRAG
TIP Automation — Standard Chartered Bank
Automated Azure DevOps pipeline security validation using RAG and LLMs. Earned Best Performer award 2024.
🌿
Computer VisionMobile AI
Crop Doctor — Bighaat
AI mobile app helping farmers identify plant diseases from photos. Deep learning deployed on-device via TFLite.
🏥
NLPHealthcare
Medosys — AIBOTS
NLP application generating clinical notes from doctor-patient conversations. 60% reduction in documentation time.
🛢️
Anomaly DetectionVideo AI
Seismic AI — Oil & Gas
Real-time seismic video anomaly detection for hydrocarbon industry clients. Geoscience-validated models.
🎙️
Voice AINLP
Phraze — Clinical Scribe
AI voice scribe that automates physician documentation. Reduced note-writing from 15 min → under 2 min.
📄
GenAIOpen Source
Document RAG
Open-source RAG system for document-based Q&A. Production-grade retrieval with vector database integration.
View on GitHub

Community

Building with the Community

Open-source projects with hundreds of GitHub stars, shared freely with the developer community.

Technical Knowledge Assistant
AI assistant for technical knowledge retrieval using NLP.
Python · AI · NLP
E-commerce Analytics
Data analysis and visualization for e-commerce trends.
Python · Data Viz
Free AI Certification
Curated resources and guides for free AI certifications.
Education · AI
Face Unlock System
Face recognition-based authentication for enhanced security.
Computer Vision
AI Experiment Hub
Centralized hub for managing and tracking AI experiments.
MLOps · Python
Document RAG
Production-ready Retrieval-Augmented Generation for documents.
GenAI · RAG · NLP

Expertise

My Toolkit

Python
Java
Generative AI
LangChain
LangGraph
CrewAI / Autogen
Prompt Eng.
NLP
Computer Vision
PyTorch
Azure Cloud
Docker
FastAPI
Vector DB
RAG
🦙 Ollama

Credentials

Education

2021 – 2022
M.Sc. Applied Data Science
Teesside University, London
2011 – 2015
B.E. Computer Science
Sri Ram Engineering College, India

Certifications

Microsoft
Implement Security with Azure DevOps
View Credential
Udemy
Impact of Generative AI on Cyber Security
View Certificate

Recognition

Moments That Matter

🏆
Best Performer of the Year 2024
Recognized by Standard Chartered Bank for pioneering AI-driven security automation that transformed pipeline review processes enterprise-wide.
Standard Chartered Bank

Testimonials

Voices from My Network

★★★★★

"Bala is very passionate about applying AI and Machine Learning in real problems. He is a life-time learner that keeps challenging himself to explore new technologies."

Mahathir
Mahathir Muhammad Rafie
CEO, AIBOTS Sdn Bhd
★★★★★

"Bala is a great communicator and quick learner. He easily understands project requirements and the core business model, and takes great initiative in solving problems. His ML skills are impressive."

Brandon
Brandon McCutcheon
Co-Founder, Phraze
★★★★★

"Bala has the ability to take complex technical issues and build solutions at scale. His knowledge of programming fused with his ability to think creatively made him an excellent asset to our team."

ArunVivek
ArunVivek
Head Cloud Security, Standard Chartered Bank

Published Author

My Book

Data-Driven Business
Co-Author Data Science Amazon
Data-Driven Business

Co-authored alongside 23 data science experts from around the globe. Practical, actionable insights on how to effectively profit from and manage your data.

Co-authored with industry leaders from IBM, Siemens, and Hilton Hotels

View on Amazon

Contact

Let's Build Something Remarkable

Have a project in mind? Looking to integrate AI into your business? I'd love to hear from you.

Email
venkateshpnk22@gmail.com
Phone
+91 9003812808
Location
India · Open to Remote
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