Surya_Teja_Menta

Surya Teja Menta

Data Scientist / ML Engineer / AI Engineer

+91 8309584461 mentasuryateja Surya-Teja-Menta surya-teja-menta suryatejamenta.co.in

Address: 3-12-16, Kotha Bazar, Kavali (524201), Andhra Pradesh, India

Summary

I’m Surya Teja Menta, an experienced professional with 3 years in Data Science & ML. Industrial

background in data analysis and ML as a Data Analyst. AI/ML project expertise on GitHub. Certified IBM Professional

Data Scientist with a Computer Science & Engineering degree. Adept in scientific models, statistics, and passionate

about AI/ML knowledge-sharing through blogs.

Work Experience

- Senior Data Scientist - Robert Bosch (Jan 2024 - preset)

Worked on different levels of AI systems. Trained the Custom YOLOv8 Model on custom dataset for Customer Use

Case and Deployed successfully. Working on Signal processing and applying the ML algos on sensor Vibration data.

Building different levels of RAG pipelines for different kinds of data (pdfs, csv. excel, tabular and image). working on

different levels of Gen AI and fine-tuning the LLMs.

- Subject Matter Expert (Data Analyst) - Tudip Technologies (Oct 2020 - Oct 2023)

During my tenure of 3 years as a Data Analyst at Tudip, I collaborated with Google on the Google LX project. My role

encompassed crafting analytics dashboards and reports using Google Datastudio for a content management

platform. I also enhanced project efficiency by implementing NLP Transformer (BART) for text generation tasks and

deployed the docker image in Google Cloud Run and then Google Sheet Integration to make it available for

everyone. The team's dedication earned us the Best Team Award for the most client appreciations received.

Projects

1. Github Automated Analysis (OpenAI, Langchain, LLM)

Automated Complexity Analysis: Engineered a Python tool using GPT and LangChain to pinpoint intricate GitHub

repositories. Memory Optimization: Implemented efficient memory management for processing extensive files while

adhering to token limits. Enhanced Complexity Scoring: Utilized prompt engineering to elevate accuracy in

evaluating repository complexity, refining the precision of the tool.

2. Re-Enhance.AI (Opencv, ESRGAN, Pytorch)

The Re-Enhance.AI project is a set of tools and algorithms that can be used to improve the quality of your

Image for Space & Research Purposes. Even though the model accepts only images with (256x256x3) dimensions,

this framework manages the higher dimensions by Split and Send Policy.

3. AI - CAPS (Streamlit, Text-speech-Text)

This Project is to recognize the Voice (Speech - to - text)and then translate the voice to another 18 Languages using

Streamlit. This app allows you to record your voice/choose an audio file, Visualize the embedding of the speaker,

Synthesize speech based on the recorded voice and, Text Translation

4. QA_Summerization (Huggingface,OpenAI)

This is a QA and summarization Web App built on Streamlit that allows you to quickly and easily create a

Paraphrasing and summarization of your QA data. The main features of the app are: Paraphrasing & Summarization

Professional skills

Knowledge: Data Science, Machine Learning, Deep, NLP & CV, LLMs, GPT

Languages: Python, SQL, HTML, CSS, Web development,SQL, NoSQL

Frameworks: Tensorflow, Pytorch, Keras, Langchain

Cloud: GCP Cloud Run, Amazon Sage Maker(AWS) basic

Libraries: Numpy, Pandas, Sklearn, Spacy, NLTK, Opencv, Matplotlib / Seaborn, scipy

Tools: Jupyter notebooks, docker, GitHub, Git, Google DataStudio

Others: Statistics & Probability, Calculus, Mathematics, Linear Algebra, Worked on Complex Datasets, Statistical

Analysis, Data Mining, Model Building and Deploying, Hypothesis Testing, Data Analytics.

Education

Bachelor's Degree(CS) - PBR VITS, Kavali, AP (June 2016 - May 2020)

I have done my Bachelor's degree in Computer Science with 78.3%. I have participated in paper

presentations and won prizes too.

HSC - Narayana Junior College, Kavali, AP (June 2014 - May 2016)

I have completed my HSC education with a 92.5%

SSC - Kranthi EM School, Kavali, AP (June 2004 - May 2014)

I have done my schooling with 87%. I also participated in school dramas, sports, etc.

Certificates & Courses

● IBM Professional Data Scientist Certificate

● Advanced Deep Learning course in Ineuron.AI

● Python & Web Development

Soft Skills

Analytical Thinking: Demonstrated through experience in data analysis, statistical techniques, and training on

complex datasets.

Problem Solving: Interpret data, Implementing algorithms, and finding solutions. used problem-solving skills to

solve challenges.

Collaboration: Highlighted by working with Google on the Google LX Project, collaborating with clients, and creating

analytics dashboards and reports to meet their requirements.

Communication: Evident through writing AI/ML blogs, presenting papers, and effectively communicating complex

concepts to both technical and non-technical stakeholders.

Continuous Learning: Exhibited by pursuing advanced courses and certifications in data science, machine learning,

and deep learning.

Adaptability: learning new technologies, and actively contributing to AI/ML communities. I'm tech savvy.

Time Management: Proven ability to handle multiple projects simultaneously while meeting deadlines