Open to opportunities

Jayesh Bankoti

@jayeshbankoti

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AI Engineering Leader with expertise in advanced AI/ML systems.

India

Message

What I'm looking for

I am looking for leadership roles that foster innovation and collaboration in AI.

I am an AI Engineering Leader with over 7 years of experience in designing and scaling advanced AI and machine learning systems. My journey began at the Indian Institute of Technology, Delhi, where I honed my technical skills and developed a passion for artificial intelligence. I have a proven track record of leading cross-functional teams and delivering impactful natural language processing capabilities that drive business growth.

At Logically AI, I played a pivotal role in securing $24 million in Series A funding through strategic AI innovations. I led the Media Intelligence division, where I built and managed a talented team of NLP engineers, developed a robust annotation system, and implemented cutting-edge model deployment techniques that significantly reduced inference latency. My leadership has been instrumental in shaping the AI strategy and execution, directly reporting to the CEO and collaborating with product managers to align our roadmap with business objectives.

Currently, as a Senior Staff Engineer, I oversee the entire data science tech stack, driving engagement and enhancing platform capabilities through innovative solutions. I am passionate about leveraging AI to create meaningful impacts and am eager to take on leadership roles that allow me to further influence the AI landscape.

Experience

Work history, roles, and key accomplishments

Current

Senior Staff Engineer – AI Platform

Current

Logically AI

Sep 2023 - Present (1 year 9 months)

Led the entire 11-member AI division, collaborating closely with the AI Product Manager on strategy and delivery. Revamped the narrative analysis pipeline, boosting platform engagement by 120%, and productionized it with robust CI/CD workflows.

HDBSCAN Optuna Databricks Asset Bundles MongoDB PostgreSQL Elasticsearch SmolAgents Smol Agents

Staff NLP Engineer

Logically AI

Dec 2021 - Present (3 years 6 months)

Led the Media Intelligence division, owning Data Science capabilities and roadmap for extracting insights from social platforms. Hired and managed a team of 3 NLP engineers, building and supervising an annotation system that secured $24M Series A funding.

NLP Data Science NER TensorRT

NLP Team Lead

Brane Enterprises

Nov 2020 - Present (4 years 7 months)

Supervised a 12-member team and led module deployment across cross-functional stakeholders. Built an FAQ QA system, achieving 80% accuracy, and productized fine-tuned ensemble BERT-based NER models as an independent text parsing service.

NLP BERT TensorFlow gRPC

Machine Learning Engineer

VMock

Jul 2018 - Present (6 years 11 months)

Deployed Bi-LSTM-CNN with self-attention for function classification, integrated into 4 live products across 150+ colleges. Built a knowledge graph over skill ontology and incorporated collaborative filtering, achieving 90% relevancy in personalized Job Recommendation.

Bi LSTM CNN Knowledge Graphs Collaborative Filtering Celery Redis Job Recommendation Skills Ontologies Machine Learning Deep Learning

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Delhi

Bachelor of Technology, Mechanical Engineering

Grade: 7.54/10

Activities and societies: KVPY Fellowship Awardee

Pursued a Bachelor of Technology in Mechanical Engineering. The curriculum covered core principles and applications within the field. Awarded the KVPY Fellowship in July 2013, recognizing academic excellence.