Shashank Jerri profile photo 1 on Tal

Shashank Jerri

Immediate joiner | Applied Scientist at Tekion | MTech in AI at IIT-H ’23 | B.Tech in CSE at IIITDM Kurnool ’19

Bengaluru

3+ years of work experience

Tekion Corp
Jul 20233 y 2 moSep 2026

Bengaluru

•Developed and maintained Python-based NLP algorithms, building a LangGraph multi-agent system for 24/7 autonomous engagement alongside a core evaluation framework. • Collaborated with cross-functional teams to define project requirements, engineering an API-driven data ingestion pipeline to dynamically build personalized customer contexts. • Deployed, monitored, and maintained production-grade models, creating a scalable onboarding pipeline that integrated 1000+ dealers while reducing API costs by 50% via batch processing. • Analyzed and integrated SOTA models to improve efficiency, fine-tuning a Sentence Transformer on proprietary data to replace high-latency GPT calls. • Clearly explained the applicability and limitations of SOTA models to stakeholders by conducting comprehensive POCs for speech transcription and diarization, delivering actionable insights for technology adoption. • Retrained RASA intent models to resolve critical bugs, enhancing conversational accuracy by 2%, and continuously researched advancements in NLP. • Designed and deployed a robust rule-based system and token manager, ensuring the performance, stability, and reliability of production models.
Hindustan Petroleum Corporation Limited
Jun 20183 mosAug 2018

Hyderabad Area, India

- Built a web application using python’s backend development framework Django - Used various statistical models to view sales report of the company - Worked with a database of 500K records - Used chart.js to build visually appealing graphs - Used to HTML, CSS and JavaScript to build frontend - Built a Linear Regression model using python to predict sales

Shashank’s AI Stack

anthropic apis
anthropic apis
claude code
claude code
claude
claude
langchain
langchain
langgraph
langgraph
ollama
ollama

Education

Indian institute of technology Hyderabad

Master of Technology - MTech, Artificial Intelligence

Indian institute of technology Hyderabad

20212 yrs2023
Indian Institute of Information Technology Design & Manufacturing, Kurnool

Bachelor of Technology, Computer Science and Engineering

Indian Institute of Information Technology Design & Manufacturing, Kurnool

20154 yrs2019

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Shashank Jerri on Tal

Headline

Immediate joiner | Applied Scientist at Tekion | MTech in AI at IIT-H ’23 | B.Tech in CSE at IIITDM Kurnool ’19

About

Applied Scientist with 3 years of experience in AI and machine learning, specializing in Generative AI and production-grade ML solutions. Master’s degree from IIT Hyderabad with a strong foundation in deep learning, model optimization, and applied NLP. Proven track record in designing scalable architectures for LLM integration, prompt engineering, and fine-tuning. Skilled at bridging the gap between complex research and practical, high-impact engineering to solve real-world problems.

Location

Bengaluru

AI stack

anthropic apis

claude code

claude

langchain

langgraph

ollama

Work experience

Applied Scientist at Tekion Corp, Jul 2023 - Sep 2026 · 3 y 2 mo, Bengaluru, •Developed and maintained Python-based NLP algorithms, building a LangGraph multi-agent system for 24/7 autonomous engagement alongside a core evaluation framework. • Collaborated with cross-functional teams to define project requirements, engineering an API-driven data ingestion pipeline to dynamically build personalized customer contexts. • Deployed, monitored, and maintained production-grade models, creating a scalable onboarding pipeline that integrated 1000+ dealers while reducing API costs by 50% via batch processing. • Analyzed and integrated SOTA models to improve efficiency, fine-tuning a Sentence Transformer on proprietary data to replace high-latency GPT calls. • Clearly explained the applicability and limitations of SOTA models to stakeholders by conducting comprehensive POCs for speech transcription and diarization, delivering actionable insights for technology adoption. • Retrained RASA intent models to resolve critical bugs, enhancing conversational accuracy by 2%, and continuously researched advancements in NLP. • Designed and deployed a robust rule-based system and token manager, ensuring the performance, stability, and reliability of production models.

Intern at Hindustan Petroleum Corporation Limited, Jun 2018 - Aug 2018 · 3 mos, Hyderabad Area, India, - Built a web application using python’s backend development framework Django - Used various statistical models to view sales report of the company - Worked with a database of 500K records - Used chart.js to build visually appealing graphs - Used to HTML, CSS and JavaScript to build frontend - Built a Linear Regression model using python to predict sales

Education

Master of Technology - MTech, Artificial Intelligence, Indian institute of technology Hyderabad

Bachelor of Technology, Computer Science and Engineering, Indian Institute of Information Technology Design & Manufacturing, Kurnool

Shashank Jerri - Applied Scientist in Bengaluru | Tal